TigZig Blog https://tigzig.com AI Tools for Analytics, Databases & Automation - Technical blog posts on Database AI, Quants & Portfolio Tools, Custom GPTs, and more. en-us Tue, 10 Mar 2026 15:00:00 GMT https://tigzig.com/images/og-image.png TigZig Blog https://tigzig.com India Mutual Fund NAV Data Since 2013 - 19.8M+ Records. Download or Query via API. Free. No Auth. https://tigzig.com/post/mfpro-india-mutual-fund-nav-data-api https://tigzig.com/post/mfpro-india-mutual-fund-nav-data-api Tue, 10 Mar 2026 15:00:00 GMT India Mutual Fund NAV Data Since 2013 - 19.8M+ Records. Download or Query via API. Free. No Auth. amar@harolikar.com (Amar Harolikar) Published Full Validation Reports for Every Dataset on VIGIL https://tigzig.com/post/vigil-full-validation-reports-published https://tigzig.com/post/vigil-full-validation-reports-published Tue, 10 Mar 2026 14:00:00 GMT Published Full Validation Reports for Every Dataset on VIGIL amar@harolikar.com (Amar Harolikar) Upstash Redis on Vercel - The Tool I Didn't Know I Needed https://tigzig.com/post/upstash-redis-vercel-rate-limiting https://tigzig.com/post/upstash-redis-vercel-rate-limiting Tue, 10 Mar 2026 10:00:00 GMT Upstash Redis on Vercel - The Tool I Didn't Know I Needed amar@harolikar.com (Amar Harolikar) Full backend Infrastructure for DuckDB production and analytics system https://tigzig.com/post/full-backend-infrastructure-duckdb-production https://tigzig.com/post/full-backend-infrastructure-duckdb-production Sat, 07 Mar 2026 16:00:00 GMT Full backend Infrastructure for DuckDB production and analytics system amar@harolikar.com (Amar Harolikar) Pull your quants numbers directly with Claude / ChatGPT in Excel (with MCP). https://tigzig.com/post/qrep-mcp-quants-numbers-claude-chatgpt-excel https://tigzig.com/post/qrep-mcp-quants-numbers-claude-chatgpt-excel Sat, 07 Mar 2026 14:00:00 GMT Pull your quants numbers directly with Claude / ChatGPT in Excel (with MCP). amar@harolikar.com (Amar Harolikar) Evaluating a stock? Pull its VIGIL Report. Free. https://tigzig.com/post/evaluating-a-stock-pull-its-vigil-report https://tigzig.com/post/evaluating-a-stock-pull-its-vigil-report Sat, 07 Mar 2026 12:00:00 GMT Evaluating a stock? Pull its VIGIL Report. Free. amar@harolikar.com (Amar Harolikar) Your API Key Is Visible in the Browser. Even if you put it as Vercel's 'secret' backend env variable. https://tigzig.com/post/your-api-key-is-visible-in-the-browser https://tigzig.com/post/your-api-key-is-visible-in-the-browser Sat, 07 Mar 2026 10:00:00 GMT Your API Key Is Visible in the Browser. Even if you put it as Vercel's 'secret' backend env variable. amar@harolikar.com (Amar Harolikar) Nifty and S&P 500 Down - Run a Technical Analysis Check. 9 LLMs Compared. https://tigzig.com/post/qsuite-nifty-sp500-technical-analysis-llm-comparison https://tigzig.com/post/qsuite-nifty-sp500-technical-analysis-llm-comparison Fri, 06 Mar 2026 16:00:00 GMT Nifty and S&P 500 Down - Run a Technical Analysis Check. 9 LLMs Compared. amar@harolikar.com (Amar Harolikar) Related Party Transactions - Now Live on VIGIL https://tigzig.com/post/related-party-transactions-vigil https://tigzig.com/post/related-party-transactions-vigil Fri, 06 Mar 2026 14:00:00 GMT Related Party Transactions - Now Live on VIGIL amar@harolikar.com (Amar Harolikar) Are You Rate Limiting the Wrong IPs? A SlowAPI Story. https://tigzig.com/post/are-you-rate-limiting-the-wrong-ips https://tigzig.com/post/are-you-rate-limiting-the-wrong-ips Fri, 06 Mar 2026 10:00:00 GMT Are You Rate Limiting the Wrong IPs? A SlowAPI Story. amar@harolikar.com (Amar Harolikar) Rolling Returns: Why CAGR Alone Can Mislead You (And What To Use Instead) https://tigzig.com/post/rolling-returns-why-cagr-alone-can-mislead-you https://tigzig.com/post/rolling-returns-why-cagr-alone-can-mislead-you Thu, 05 Mar 2026 10:00:00 GMT Rolling Returns: Why CAGR Alone Can Mislead You (And What To Use Instead) amar@harolikar.com (Amar Harolikar) Claude the Hunter-Killer - Have You Seen Your Nice Little Claude Run a Penetration Test on Your Apps? https://tigzig.com/post/claude-the-hunter-killer-pen-test https://tigzig.com/post/claude-the-hunter-killer-pen-test Wed, 04 Mar 2026 12:00:00 GMT Claude the Hunter-Killer - Have You Seen Your Nice Little Claude Run a Penetration Test on Your Apps? amar@harolikar.com (Amar Harolikar) S&P 500 Drawdown Analysis with QREP https://tigzig.com/post/sp500-drawdown-qrep-analysis https://tigzig.com/post/sp500-drawdown-qrep-analysis Wed, 04 Mar 2026 11:00:00 GMT S&P 500 Drawdown Analysis with QREP amar@harolikar.com (Amar Harolikar) Claude in Excel + MCP + xlwings Lite + Claude Code: Combining the 4 for power impact. https://tigzig.com/post/claude-in-excel-mcp-xlwings-lite-claude-code-combining-4-tools https://tigzig.com/post/claude-in-excel-mcp-xlwings-lite-claude-code-combining-4-tools Wed, 04 Mar 2026 10:00:00 GMT Claude in Excel + MCP + xlwings Lite + Claude Code: Combining the 4 for power impact. amar@harolikar.com (Amar Harolikar) Tool Builders Infra Guide - Part 5: Set Up Perimeter Security (Edge Defense) for Your Apps on Cloudflare's Free Plan https://tigzig.com/post/perimeter-security-cloudflare-free-plan https://tigzig.com/post/perimeter-security-cloudflare-free-plan Tue, 03 Mar 2026 10:00:00 GMT Tool Builders Infra Guide - Part 5: Set Up Perimeter Security (Edge Defense) for Your Apps on Cloudflare's Free Plan amar@harolikar.com (Amar Harolikar) Now live - MFPRO v2 - Mutual Fund Analytics (India) - now with rolling returns, custom eval periods, multi-period & multi-instrument comparisons https://tigzig.com/post/mfpro-v2-mutual-fund-analytics-rolling-returns https://tigzig.com/post/mfpro-v2-mutual-fund-analytics-rolling-returns Tue, 03 Mar 2026 10:00:00 GMT Now live - MFPRO v2 - Mutual Fund Analytics (India) - now with rolling returns, custom eval periods, multi-period & multi-instrument comparisons amar@harolikar.com (Amar Harolikar) Talk to Your Database from Excel via Claude & MCP - Part 2 https://tigzig.com/post/talk-to-your-database-from-excel-mcp-part-2 https://tigzig.com/post/talk-to-your-database-from-excel-mcp-part-2 Sat, 28 Feb 2026 10:00:00 GMT Talk to Your Database from Excel via Claude & MCP - Part 2 amar@harolikar.com (Amar Harolikar) You can set a per-IP rate limit on Cloudflare free plan... stops an attack right at the edge before it touches your app. But not so straightforward... https://tigzig.com/post/cloudflare-rate-limiting-free-plan-tricky https://tigzig.com/post/cloudflare-rate-limiting-free-plan-tricky Fri, 27 Feb 2026 18:00:00 GMT You can set a per-IP rate limit on Cloudflare free plan... stops an attack right at the edge before it touches your app. But not so straightforward... amar@harolikar.com (Amar Harolikar) Is your company's promoter pledging shares to raise money? Are lenders releasing the pledge - or invoking and taking control? https://tigzig.com/post/vigil-encumbrance-events-india https://tigzig.com/post/vigil-encumbrance-events-india Fri, 27 Feb 2026 14:00:00 GMT Is your company's promoter pledging shares to raise money? Are lenders releasing the pledge - or invoking and taking control? amar@harolikar.com (Amar Harolikar) Going beyond Google Login for critical apps. Identifying gaps & hardening your entry points. https://tigzig.com/post/going-beyond-google-login-hardening-entry-points https://tigzig.com/post/going-beyond-google-login-hardening-entry-points Fri, 27 Feb 2026 10:00:00 GMT Going beyond Google Login for critical apps. Identifying gaps & hardening your entry points. amar@harolikar.com (Amar Harolikar) tigzig.com is AI-agent first. But what happens when your AI coder runs into a problem on my site? https://tigzig.com/post/tigzig-ai-agent-first-site https://tigzig.com/post/tigzig-ai-agent-first-site Thu, 26 Feb 2026 10:00:00 GMT tigzig.com is AI-agent first. But what happens when your AI coder runs into a problem on my site? amar@harolikar.com (Amar Harolikar) TigZig is Now AI-Agent First https://tigzig.com/post/tigzig-ai-agent-first https://tigzig.com/post/tigzig-ai-agent-first Wed, 25 Feb 2026 10:00:00 GMT TigZig is Now AI-Agent First amar@harolikar.com (Amar Harolikar) Security Checklist for Web Apps - 71 Items https://tigzig.com/post/security-checklist-web-apps-71-items https://tigzig.com/post/security-checklist-web-apps-71-items Wed, 25 Feb 2026 10:00:00 GMT Security Checklist for Web Apps - 71 Items amar@harolikar.com (Amar Harolikar) QRep - Powered by QuantStats. Live Now. https://tigzig.com/post/qrep-quantstats-security-analytics-live https://tigzig.com/post/qrep-quantstats-security-analytics-live Tue, 24 Feb 2026 10:00:00 GMT QRep - Powered by QuantStats. Live Now. amar@harolikar.com (Amar Harolikar) My Public MCP Server Got Hammered - Security Lessons from a Bot Attack https://tigzig.com/post/mcp-server-bot-attack-security-lessons https://tigzig.com/post/mcp-server-bot-attack-security-lessons Mon, 23 Feb 2026 16:00:00 GMT My Public MCP Server Got Hammered - Security Lessons from a Bot Attack amar@harolikar.com (Amar Harolikar) New on VIGIL: SAST Takeover Disclosures (India) https://tigzig.com/post/vigil-sast-takeover-disclosures-india https://tigzig.com/post/vigil-sast-takeover-disclosures-india Mon, 23 Feb 2026 14:00:00 GMT New on VIGIL: SAST Takeover Disclosures (India) amar@harolikar.com (Amar Harolikar) New feature on VIGIL: Rating Red Flags (India) https://tigzig.com/post/vigil-rating-red-flags-india https://tigzig.com/post/vigil-rating-red-flags-india Sat, 21 Feb 2026 14:00:00 GMT New feature on VIGIL: Rating Red Flags (India) amar@harolikar.com (Amar Harolikar) xlwings Lite Local File Access: 8 Patterns You Can Use Today https://tigzig.com/post/xlwings-lite-local-file-access-8-patterns https://tigzig.com/post/xlwings-lite-local-file-access-8-patterns Sat, 21 Feb 2026 12:00:00 GMT xlwings Lite Local File Access: 8 Patterns You Can Use Today amar@harolikar.com (Amar Harolikar) Talk to Your Database from Excel - Postgres, DuckDB - via Claude in Excel with MCP https://tigzig.com/post/talk-to-your-database-from-excel-postgres-duckdb-claude-mcp https://tigzig.com/post/talk-to-your-database-from-excel-postgres-duckdb-claude-mcp Sat, 21 Feb 2026 10:00:00 GMT Talk to Your Database from Excel - Postgres, DuckDB - via Claude in Excel with MCP amar@harolikar.com (Amar Harolikar) How to Extract Python Code from xlwings Lite Excel Files https://tigzig.com/post/extract-python-code-from-xlwings-lite-excel-files https://tigzig.com/post/extract-python-code-from-xlwings-lite-excel-files Fri, 20 Feb 2026 12:00:00 GMT How to Extract Python Code from xlwings Lite Excel Files amar@harolikar.com (Amar Harolikar) Claude in Excel with MCP Connector - Talk to Your Backends from Inside Excel https://tigzig.com/post/claude-in-excel-mcp-connector-talk-to-backends https://tigzig.com/post/claude-in-excel-mcp-connector-talk-to-backends Fri, 20 Feb 2026 10:00:00 GMT Claude in Excel with MCP Connector - Talk to Your Backends from Inside Excel amar@harolikar.com (Amar Harolikar) VIGIL - India Red Flag Events Tracker v2 Release https://tigzig.com/post/vigil-india-red-flag-events-tracker-v2-release https://tigzig.com/post/vigil-india-red-flag-events-tracker-v2-release Thu, 19 Feb 2026 10:00:00 GMT VIGIL - India Red Flag Events Tracker v2 Release amar@harolikar.com (Amar Harolikar) Infra Guide for AI Tool Builders - Part 4: CORS in Simple Words: What It Is and How to Fix It https://tigzig.com/post/fast-tips-what-is-cors-and-how-to-fix-it https://tigzig.com/post/fast-tips-what-is-cors-and-how-to-fix-it Wed, 18 Feb 2026 10:00:00 GMT Infra Guide for AI Tool Builders - Part 4: CORS in Simple Words: What It Is and How to Fix It amar@harolikar.com (Amar Harolikar) How I Identify and Map Every Holding — The ISIN Mapping Process https://tigzig.com/post/mdrift-isin-mapping-process https://tigzig.com/post/mdrift-isin-mapping-process Wed, 18 Feb 2026 10:00:00 GMT How I Identify and Map Every Holding — The ISIN Mapping Process amar@harolikar.com (Amar Harolikar) New Tool Release - VIGIL: Credit Ratings, Pledges and Insider Trading for India Markets https://tigzig.com/post/vigil-credit-ratings-pledges-insider-trading-india https://tigzig.com/post/vigil-credit-ratings-pledges-insider-trading-india Tue, 17 Feb 2026 10:00:00 GMT New Tool Release - VIGIL: Credit Ratings, Pledges and Insider Trading for India Markets amar@harolikar.com (Amar Harolikar) How I Built a Sub-Second Movie Similarity Engine With a 10-Line SQL Query https://tigzig.com/post/movie-similarity-engine-sql-jaccard-duckdb https://tigzig.com/post/movie-similarity-engine-sql-jaccard-duckdb Tue, 17 Feb 2026 10:00:00 GMT How I Built a Sub-Second Movie Similarity Engine With a 10-Line SQL Query amar@harolikar.com (Amar Harolikar) MF Composition Analytics With MDRIFT - Interesting Moves in Top Flexi Cap and Focused Funds https://tigzig.com/post/mdrift-flexi-cap-focused-fund-composition-analytics https://tigzig.com/post/mdrift-flexi-cap-focused-fund-composition-analytics Mon, 16 Feb 2026 10:00:00 GMT MF Composition Analytics With MDRIFT - Interesting Moves in Top Flexi Cap and Focused Funds amar@harolikar.com (Amar Harolikar) U.S. Markets (S&P 500) vs India (Nifty 50) - is the returns profile reversing? https://tigzig.com/post/sp500-vs-nifty50-returns-profile-reversing https://tigzig.com/post/sp500-vs-nifty50-returns-profile-reversing Sun, 15 Feb 2026 10:00:00 GMT U.S. Markets (S&P 500) vs India (Nifty 50) - is the returns profile reversing? amar@harolikar.com (Amar Harolikar) xlwings Lite new WINGMAN function - some usage patterns: python sandbox, stats, cleaning, bucketing, judging https://tigzig.com/post/xlwings-lite-wingman-function-usage-patterns https://tigzig.com/post/xlwings-lite-wingman-function-usage-patterns Sat, 14 Feb 2026 14:00:00 GMT xlwings Lite new WINGMAN function - some usage patterns: python sandbox, stats, cleaning, bucketing, judging amar@harolikar.com (Amar Harolikar) Releasing MDRIFT - Mutual Fund Composition & Drift Analytics Tool https://tigzig.com/post/releasing-mdrift-mutual-fund-composition-drift-analytics https://tigzig.com/post/releasing-mdrift-mutual-fund-composition-drift-analytics Fri, 13 Feb 2026 10:00:00 GMT Releasing MDRIFT - Mutual Fund Composition & Drift Analytics Tool amar@harolikar.com (Amar Harolikar) NIFTY50 - 30 Day Forward Return Analysis Feb 2008 to 2026 - Claude in Excel with Python, Lambdas and Advanced Formulas https://tigzig.com/post/nifty50-30-day-forward-return-analysis-claude-in-excel https://tigzig.com/post/nifty50-30-day-forward-return-analysis-claude-in-excel Wed, 11 Feb 2026 10:00:00 GMT NIFTY50 - 30 Day Forward Return Analysis Feb 2008 to 2026 - Claude in Excel with Python, Lambdas and Advanced Formulas amar@harolikar.com (Amar Harolikar) From 12 second queries to under 1s: Optimizing a 230 Million Row Dashboard - 14 Bottlenecks I Had to Fix https://tigzig.com/post/from-12-second-queries-to-under-1s-optimizing-230-million-row-dashboard https://tigzig.com/post/from-12-second-queries-to-under-1s-optimizing-230-million-row-dashboard Tue, 10 Feb 2026 10:00:00 GMT From 12 second queries to under 1s: Optimizing a 230 Million Row Dashboard - 14 Bottlenecks I Had to Fix amar@harolikar.com (Amar Harolikar) Power User Guide to Claude in Excel & PowerPoint - 26 Working Tips https://tigzig.com/post/claude-in-excel-powerpoint-working-tips https://tigzig.com/post/claude-in-excel-powerpoint-working-tips Tue, 10 Feb 2026 10:00:00 GMT Power User Guide to Claude in Excel & PowerPoint - 26 Working Tips amar@harolikar.com (Amar Harolikar) Claude in Excel - Nifty50 Return Distribution Analysis (30 days forward) 2008 to 2026 https://tigzig.com/post/claude-in-excel-nifty50-return-distribution-analysis https://tigzig.com/post/claude-in-excel-nifty50-return-distribution-analysis Sun, 08 Feb 2026 16:00:00 GMT Claude in Excel - Nifty50 Return Distribution Analysis (30 days forward) 2008 to 2026 amar@harolikar.com (Amar Harolikar) Claude in Excel built a 50-chart India Macroeconomic Dashboard from RBI data in under an hour https://tigzig.com/post/claude-in-excel-rbi-macroeconomic-dashboard https://tigzig.com/post/claude-in-excel-rbi-macroeconomic-dashboard Sun, 08 Feb 2026 14:00:00 GMT Claude in Excel built a 50-chart India Macroeconomic Dashboard from RBI data in under an hour amar@harolikar.com (Amar Harolikar) Claude in Excel & PowerPoint. Is it worth it? What works and what doesn't https://tigzig.com/post/python-in-excel-with-claude-what-works-and-what-doesnt https://tigzig.com/post/python-in-excel-with-claude-what-works-and-what-doesnt Sun, 08 Feb 2026 10:00:00 GMT Claude in Excel & PowerPoint. Is it worth it? What works and what doesn't amar@harolikar.com (Amar Harolikar) Python In Excel - Claude Vs. xlwings Lite? Who Wins? https://tigzig.com/post/python-in-excel-claude-vs-xlwings-lite https://tigzig.com/post/python-in-excel-claude-vs-xlwings-lite Sat, 07 Feb 2026 10:00:00 GMT Python In Excel - Claude Vs. xlwings Lite? Who Wins? amar@harolikar.com (Amar Harolikar) Claude in Excel just one-shotted an XGBoost response model with train-test split, AUC and full decile table. In a spreadsheet. https://tigzig.com/post/claude-in-excel https://tigzig.com/post/claude-in-excel Fri, 06 Feb 2026 10:00:00 GMT Claude in Excel just one-shotted an XGBoost response model with train-test split, AUC and full decile table. In a spreadsheet. amar@harolikar.com (Amar Harolikar) Architecture & Setup for a Dashboard with Hundreds of Millions of Records - Powered by DuckDB https://tigzig.com/post/custom-dashboard-duckdb-fastapi-230-million-rows https://tigzig.com/post/custom-dashboard-duckdb-fastapi-230-million-rows Thu, 05 Feb 2026 10:00:00 GMT Architecture & Setup for a Dashboard with Hundreds of Millions of Records - Powered by DuckDB amar@harolikar.com (Amar Harolikar) Claude Code: Top 10 Tips from Boris Cherny https://tigzig.com/post/claude-code-top-10-tips-from-boris-cherny https://tigzig.com/post/claude-code-top-10-tips-from-boris-cherny Wed, 04 Feb 2026 10:00:00 GMT Claude Code: Top 10 Tips from Boris Cherny amar@harolikar.com (Amar Harolikar) Found a Python library that does all the heavy lifting for working with SEC EDGAR API - EdgarTools from Dwight Gunning https://tigzig.com/post/edgartools-sec-edgar-python-library https://tigzig.com/post/edgartools-sec-edgar-python-library Mon, 02 Feb 2026 10:00:00 GMT Found a Python library that does all the heavy lifting for working with SEC EDGAR API - EdgarTools from Dwight Gunning amar@harolikar.com (Amar Harolikar) ChatGPT connected to your databases. One-click deployment instructions for AI Coders https://tigzig.com/post/chatgpt-connected-databases-ai-coder-deployment https://tigzig.com/post/chatgpt-connected-databases-ai-coder-deployment Sat, 31 Jan 2026 10:00:00 GMT ChatGPT connected to your databases. One-click deployment instructions for AI Coders amar@harolikar.com (Amar Harolikar) How to get Oracle's 24GB RAM server free - what I call the 'VPS Lottery'. Problem - hard to get. Solution - automated scripts and patience. https://tigzig.com/post/oracle-always-free-arm-vps-retry-script https://tigzig.com/post/oracle-always-free-arm-vps-retry-script Fri, 30 Jan 2026 10:00:00 GMT How to get Oracle's 24GB RAM server free - what I call the 'VPS Lottery'. Problem - hard to get. Solution - automated scripts and patience. amar@harolikar.com (Amar Harolikar) CinePro - 230M Rows, 16GB Database, Instant Queries with DuckDB https://tigzig.com/post/cinepro-movie-explorer-duckdb https://tigzig.com/post/cinepro-movie-explorer-duckdb Wed, 28 Jan 2026 10:00:00 GMT CinePro - 230M Rows, 16GB Database, Instant Queries with DuckDB amar@harolikar.com (Amar Harolikar) You are paying ~$3-7 per deployment for your AI Apps. How do you do it in <$10 per month? https://tigzig.com/post/hetzner-coolify-self-hosting-ai-apps-under-10-dollars https://tigzig.com/post/hetzner-coolify-self-hosting-ai-apps-under-10-dollars Sat, 24 Jan 2026 10:00:00 GMT You are paying ~$3-7 per deployment for your AI Apps. How do you do it in <$10 per month? amar@harolikar.com (Amar Harolikar) Server Meltdown: How Bots Crashed My AI Tools and What I Did About It https://tigzig.com/post/fail2ban-server-security-bots-ai-tools https://tigzig.com/post/fail2ban-server-security-bots-ai-tools Fri, 23 Jan 2026 10:00:00 GMT Server Meltdown: How Bots Crashed My AI Tools and What I Did About It amar@harolikar.com (Amar Harolikar) BRIQ App: DuckDB AI in Browser - 500MB Files, 4M+ Records, No Database Setup https://tigzig.com/post/briq-duckdb-ai-browser-no-database-setup https://tigzig.com/post/briq-duckdb-ai-browser-no-database-setup Thu, 22 Jan 2026 10:00:00 GMT BRIQ App: DuckDB AI in Browser - 500MB Files, 4M+ Records, No Database Setup amar@harolikar.com (Amar Harolikar) 2026 Infra Guide for AI Tool Builders - Part 3: The 18 Common Security Mistakes and How to Fix Them https://tigzig.com/post/2026-infra-guide-part-3-security-mistakes https://tigzig.com/post/2026-infra-guide-part-3-security-mistakes Tue, 20 Jan 2026 10:00:00 GMT 2026 Infra Guide for AI Tool Builders - Part 3: The 18 Common Security Mistakes and How to Fix Them amar@harolikar.com (Amar Harolikar) xlwings Lite Data Importer v2 Released https://tigzig.com/post/xlwings-lite-data-importer-v2-released https://tigzig.com/post/xlwings-lite-data-importer-v2-released Sat, 17 Jan 2026 10:00:00 GMT xlwings Lite Data Importer v2 Released amar@harolikar.com (Amar Harolikar) 2026 Infra Guide for AI Tool Builders - Part 2: Deployment & Hosting https://tigzig.com/post/2026-infra-guide-part-2-deployment-hosting https://tigzig.com/post/2026-infra-guide-part-2-deployment-hosting Thu, 15 Jan 2026 10:00:00 GMT 2026 Infra Guide for AI Tool Builders - Part 2: Deployment & Hosting amar@harolikar.com (Amar Harolikar) 2026 Infra Guide for AI Tool Builders - Part 1: AI Coder https://tigzig.com/post/self-hosting-infrastructure-ai-tool-builders-2026-part-1-ai-coder https://tigzig.com/post/self-hosting-infrastructure-ai-tool-builders-2026-part-1-ai-coder Wed, 14 Jan 2026 10:00:00 GMT 2026 Infra Guide for AI Tool Builders - Part 1: AI Coder amar@harolikar.com (Amar Harolikar) xlwings_utils: Secure Cloud Access & VBA Bridge https://tigzig.com/post/xlwings-utils-secure-cloud-access-vba-bridge https://tigzig.com/post/xlwings-utils-secure-cloud-access-vba-bridge Sun, 11 Jan 2026 10:00:00 GMT xlwings_utils: Secure Cloud Access & VBA Bridge amar@harolikar.com (Amar Harolikar) DuckDB Meets Excel: xlwings Lite Data Tools https://tigzig.com/post/duckdb-meets-excel-xlwings-lite-data-tools https://tigzig.com/post/duckdb-meets-excel-xlwings-lite-data-tools Fri, 09 Jan 2026 06:27:00 GMT DuckDB Meets Excel: xlwings Lite Data Tools amar@harolikar.com (Amar Harolikar) Mistakes I Made Building Text-to-SQL Agents in Live Projects. My 2025 Learnings https://tigzig.com/post/mistakes-i-made-building-text-to-sql-agents-live-projects-2025-learnings https://tigzig.com/post/mistakes-i-made-building-text-to-sql-agents-live-projects-2025-learnings Fri, 26 Dec 2025 00:00:00 GMT Mistakes I Made Building Text-to-SQL Agents in Live Projects. My 2025 Learnings amar@harolikar.com (Amar Harolikar) Biggest lesson from 2025: AI writes better code when you don't let it code https://tigzig.com/post/biggest-lesson-2025-ai-writes-better-code-when-you-dont-let-it-code https://tigzig.com/post/biggest-lesson-2025-ai-writes-better-code-when-you-dont-let-it-code Thu, 25 Dec 2025 00:00:00 GMT Biggest lesson from 2025: AI writes better code when you don't let it code amar@harolikar.com (Amar Harolikar) 2025 has been a transformational year for me. Deep gratitude to the platform builders and engineers who made it possible. https://tigzig.com/post/2025-transformational-year-gratitude-platform-builders https://tigzig.com/post/2025-transformational-year-gratitude-platform-builders Tue, 23 Dec 2025 00:00:00 GMT 2025 has been a transformational year for me. Deep gratitude to the platform builders and engineers who made it possible. amar@harolikar.com (Amar Harolikar) Quants Agent: Now with LLM Choices for Technical Analysis Reports https://tigzig.com/post/quants-agent-llm-choices-technical-analysis-reports https://tigzig.com/post/quants-agent-llm-choices-technical-analysis-reports Sun, 21 Dec 2025 00:00:00 GMT Quants Agent: Now with LLM Choices for Technical Analysis Reports amar@harolikar.com (Amar Harolikar) Large File Upload for Database AI Text-to-SQL Apps: A Practical Guide https://tigzig.com/post/large-file-upload-for-database-ai-text-to-sql-apps https://tigzig.com/post/large-file-upload-for-database-ai-text-to-sql-apps Fri, 12 Dec 2025 00:00:00 GMT Large File Upload for Database AI Text-to-SQL Apps: A Practical Guide amar@harolikar.com (Amar Harolikar) DuckDB isn't just fast SQL. It's Python, SQL and compression all in one box. https://tigzig.com/post/duckdb-isn-t-just-fast-sql-it-s-python-sql-and-compression-all-in-one-box https://tigzig.com/post/duckdb-isn-t-just-fast-sql-it-s-python-sql-and-compression-all-in-one-box Tue, 09 Dec 2025 00:00:00 GMT DuckDB isn't just fast SQL. It's Python, SQL and compression all in one box. amar@harolikar.com (Amar Harolikar) The xlwings Lite AI Coder Instruction File - December 2025 Release https://tigzig.com/post/the-xlwings-lite-ai-coder-instruction-file-december-2025-release https://tigzig.com/post/the-xlwings-lite-ai-coder-instruction-file-december-2025-release Sun, 07 Dec 2025 00:00:00 GMT The xlwings Lite AI Coder Instruction File - December 2025 Release amar@harolikar.com (Amar Harolikar) Try Text-to-SQL on Real Data - Multi-Million Rows & GB+ Sizes https://tigzig.com/post/try-text-to-sql-on-real-data-gb-files-multi-million-rows https://tigzig.com/post/try-text-to-sql-on-real-data-gb-files-multi-million-rows Fri, 05 Dec 2025 00:00:00 GMT Try Text-to-SQL on Real Data - Multi-Million Rows & GB+ Sizes amar@harolikar.com (Amar Harolikar) Think about it. One of the world's top AI researchers is building tools. Deploying them live. https://tigzig.com/post/think-about-it-one-of-the-world-s-top-ai-researchers-is-building-tools-deploying-them-live https://tigzig.com/post/think-about-it-one-of-the-world-s-top-ai-researchers-is-building-tools-deploying-them-live Tue, 02 Dec 2025 00:00:00 GMT Think about it. One of the world's top AI researchers is building tools. Deploying them live. amar@harolikar.com (Amar Harolikar) Bitcoin Down nearly 30% in 25 days. What Does AI Technical Analysis Say? https://tigzig.com/post/bitcoin-down-nearly-30-in-25-days-what-does-ai-technical-analysis-say https://tigzig.com/post/bitcoin-down-nearly-30-in-25-days-what-does-ai-technical-analysis-say Tue, 02 Dec 2025 00:00:00 GMT Bitcoin Down nearly 30% in 25 days. What Does AI Technical Analysis Say? amar@harolikar.com (Amar Harolikar) Andrew Ng is using Claude Code, OpenAI Codex, Gemini CLI. https://tigzig.com/post/andrew-ng-is-using-claude-code-openai-codex-gemini-cli https://tigzig.com/post/andrew-ng-is-using-claude-code-openai-codex-gemini-cli Tue, 02 Dec 2025 00:00:00 GMT Andrew Ng is using Claude Code, OpenAI Codex, Gemini CLI. amar@harolikar.com (Amar Harolikar) Gold up 2.3X past 2 years. But what about the 10 years drawdown in between. https://tigzig.com/post/gold-up-2-3x-past-2-years-but-what-about-the-10-years-drawdown-in-between-as-buffett-says https://tigzig.com/post/gold-up-2-3x-past-2-years-but-what-about-the-10-years-drawdown-in-between-as-buffett-says Tue, 02 Dec 2025 00:00:00 GMT Gold up 2.3X past 2 years. But what about the 10 years drawdown in between. amar@harolikar.com (Amar Harolikar) [ENHANCEMENT] AI Technical Analysis Now Supports Multiple LLM Choices https://tigzig.com/post/enhancement-ai-technical-analysis-now-supports-multiple-llm-choices https://tigzig.com/post/enhancement-ai-technical-analysis-now-supports-multiple-llm-choices Fri, 28 Nov 2025 00:00:00 GMT [ENHANCEMENT] AI Technical Analysis Now Supports Multiple LLM Choices amar@harolikar.com (Amar Harolikar) Segment 1M customers from 10M transactions (640MB CSV) with natural language queries / Text-to-SQL - entirely in your browser. No server. No remote database. No IT approvals. https://tigzig.com/post/run-advanced-analytics-locally-in-your-browser-no-server-no-remote-database-no-it-approvals https://tigzig.com/post/run-advanced-analytics-locally-in-your-browser-no-server-no-remote-database-no-it-approvals Wed, 26 Nov 2025 06:57:31 GMT Segment 1M customers from 10M transactions (640MB CSV) with natural language queries / Text-to-SQL - entirely in your browser. No server. No remote database. No IT approvals. amar@harolikar.com (Amar Harolikar) Google Antigravity just launched. For analysts and data scientists: Worth adding to your toolkit https://tigzig.com/post/google-antigravity-just-launched-for-analysts-and-data-scientists-worth-adding-to-your-toolkit https://tigzig.com/post/google-antigravity-just-launched-for-analysts-and-data-scientists-worth-adding-to-your-toolkit Mon, 24 Nov 2025 14:18:43 GMT Google Antigravity just launched. For analysts and data scientists: Worth adding to your toolkit amar@harolikar.com (Amar Harolikar) Execute ASAP. Approval granted. Google - against Microsoft & Meta past 15 years, benchmark vs. S&P 500, technicals & quarterlies for all three. https://tigzig.com/post/execute-asap-approval-granted-google-vs-microsoft-meta https://tigzig.com/post/execute-asap-approval-granted-google-vs-microsoft-meta Sun, 23 Nov 2025 08:49:23 GMT Execute ASAP. Approval granted. Google - against Microsoft & Meta past 15 years, benchmark vs. S&P 500, technicals & quarterlies for all three. amar@harolikar.com (Amar Harolikar) Gemini 3 Pro Added to Database AI Suite. Tested Against Claude Sonnet 4.5 and GPT-5.1.Results: Claude still leads. GPT-5.1 is solid. Gemini 3 Pro lands third. https://tigzig.com/post/gemini-3-pro-added-to-database-ai-suite-tested-against-claude-sonnet-4-5-and-gpt-5-1-results-claud https://tigzig.com/post/gemini-3-pro-added-to-database-ai-suite-tested-against-claude-sonnet-4-5-and-gpt-5-1-results-claud Fri, 21 Nov 2025 04:56:27 GMT Gemini 3 Pro Added to Database AI Suite. Tested Against Claude Sonnet 4.5 and GPT-5.1.Results: Claude still leads. GPT-5.1 is solid. Gemini 3 Pro lands third. amar@harolikar.com (Amar Harolikar) Two models added to Database AI Suite this week: GPT-5.1 and KIMI 2 Thinking. https://tigzig.com/post/two-models-added-to-database-ai-suite-this-week-gpt-5-1-and-kimi-2-thinking https://tigzig.com/post/two-models-added-to-database-ai-suite-this-week-gpt-5-1-and-kimi-2-thinking Tue, 18 Nov 2025 12:54:23 GMT Two models added to Database AI Suite this week: GPT-5.1 and KIMI 2 Thinking. amar@harolikar.com (Amar Harolikar) Bundle your AI app or React dashboard into a single file. https://tigzig.com/post/bundle-your-ai-app-or-react-dashboard-into-a-single-file https://tigzig.com/post/bundle-your-ai-app-or-react-dashboard-into-a-single-file Tue, 18 Nov 2025 12:50:19 GMT Bundle your AI app or React dashboard into a single file. amar@harolikar.com (Amar Harolikar) AI Coders are here. The edge now is domain + execution. Not vibing. https://tigzig.com/post/ai-coders-are-here-the-edge-now-is-domain-execution-not-vibing https://tigzig.com/post/ai-coders-are-here-the-edge-now-is-domain-execution-not-vibing Tue, 18 Nov 2025 12:45:13 GMT AI Coders are here. The edge now is domain + execution. Not vibing. amar@harolikar.com (Amar Harolikar) The Google Machine continues to roll. Will it do to AI what it did to search? https://tigzig.com/post/the-google-machine-continues-to-roll-will-it-do-to-ai-what-it-did-to-search https://tigzig.com/post/the-google-machine-continues-to-roll-will-it-do-to-ai-what-it-did-to-search Tue, 18 Nov 2025 12:40:05 GMT The Google Machine continues to roll. Will it do to AI what it did to search? amar@harolikar.com (Amar Harolikar) Instant Database Setup for AI Apps. With Neon.com https://tigzig.com/post/instant-database-setup-for-ai-apps-with-neon-com https://tigzig.com/post/instant-database-setup-for-ai-apps-with-neon-com Tue, 18 Nov 2025 12:31:51 GMT Instant Database Setup for AI Apps. With Neon.com amar@harolikar.com (Amar Harolikar) AI Coders give you the edge.The 6 Rules I Follow When Working with AI Coders. https://tigzig.com/post/ai-coders-give-you-the-edge-the-6-rules-i-follow-when-working-with-ai-coders https://tigzig.com/post/ai-coders-give-you-the-edge-the-6-rules-i-follow-when-working-with-ai-coders Tue, 18 Nov 2025 12:24:59 GMT AI Coders give you the edge.The 6 Rules I Follow When Working with AI Coders. amar@harolikar.com (Amar Harolikar) Coding by hand is becoming obsolete - Andrew Ng. I disagree. https://tigzig.com/post/coding-by-hand-is-becoming-obsolete-andrew-ng-i-disagree https://tigzig.com/post/coding-by-hand-is-becoming-obsolete-andrew-ng-i-disagree Wed, 05 Nov 2025 06:34:38 GMT Coding by hand is becoming obsolete - Andrew Ng. I disagree. amar@harolikar.com (Amar Harolikar) Intelligent AI Web Scraper in Excel with Python (xlwings Lite) https://tigzig.com/post/intelligent-ai-web-scraper-in-excel-with-python-xlwings-lite https://tigzig.com/post/intelligent-ai-web-scraper-in-excel-with-python-xlwings-lite Mon, 03 Nov 2025 08:57:18 GMT Intelligent AI Web Scraper in Excel with Python (xlwings Lite) amar@harolikar.com (Amar Harolikar) Database AI, built for day-to-day work. Five categories, ten micro apps. Live, open source, free. https://tigzig.com/post/database-ai-built-for-day-to-day-work-five-categories-ten-micro-apps-live-open-source-free https://tigzig.com/post/database-ai-built-for-day-to-day-work-five-categories-ten-micro-apps-live-open-source-free Thu, 23 Oct 2025 13:09:40 GMT Database AI, built for day-to-day work. Five categories, ten micro apps. Live, open source, free. amar@harolikar.com (Amar Harolikar) Run a Full AI Database App as a Single HTML File. No Server. No Remote DB. https://tigzig.com/post/run-a-full-ai-database-app-as-a-single-html-file-no-server-no-remote-db https://tigzig.com/post/run-a-full-ai-database-app-as-a-single-html-file-no-server-no-remote-db Sun, 19 Oct 2025 07:08:32 GMT Run a Full AI Database App as a Single HTML File. No Server. No Remote DB. amar@harolikar.com (Amar Harolikar) Chat, Query, and Transform Multi-GB Files - In Natural Language, Right in Your Browser with DuckDB. https://tigzig.com/post/chat-query-and-transform-multi-gb-files-in-natural-language-right-in-your-browser-with-duckdb https://tigzig.com/post/chat-query-and-transform-multi-gb-files-in-natural-language-right-in-your-browser-with-duckdb Fri, 17 Oct 2025 10:55:38 GMT Chat, Query, and Transform Multi-GB Files - In Natural Language, Right in Your Browser with DuckDB. amar@harolikar.com (Amar Harolikar) Automated Analytics & Reporting with Python in Excel (xlwings Lite). Build Once - Reuse Anywhere. https://tigzig.com/post/automated-analytics-reporting-with-python-in-excel-xlwings-lite-build-once-reuse-anywhere https://tigzig.com/post/automated-analytics-reporting-with-python-in-excel-xlwings-lite-build-once-reuse-anywhere Sun, 12 Oct 2025 11:17:33 GMT Automated Analytics & Reporting with Python in Excel (xlwings Lite). Build Once - Reuse Anywhere. amar@harolikar.com (Amar Harolikar) New Open Source Tool. Mutual Funds Holdings Analyzer. Python in Excel (xlwings Lite). Now Live. https://tigzig.com/post/new-open-source-tool-mutual-funds-holdings-analyzer-python-in-excel-xlwings-lite-now-live https://tigzig.com/post/new-open-source-tool-mutual-funds-holdings-analyzer-python-in-excel-xlwings-lite-now-live Sun, 12 Oct 2025 11:05:33 GMT New Open Source Tool. Mutual Funds Holdings Analyzer. Python in Excel (xlwings Lite). Now Live. amar@harolikar.com (Amar Harolikar) Quants Suite. 5 Reports. Performance, Risk & Technical Analytics. https://tigzig.com/post/quants-suite-5-reports-performance-risk-technical-analytics https://tigzig.com/post/quants-suite-5-reports-performance-risk-technical-analytics Sun, 12 Oct 2025 10:51:10 GMT Quants Suite. 5 Reports. Performance, Risk & Technical Analytics. amar@harolikar.com (Amar Harolikar) Connect ChatGPT to Multiple Remote Databases https://tigzig.com/post/connect-chatgpt-to-multiple-databases https://tigzig.com/post/connect-chatgpt-to-multiple-databases Sun, 12 Oct 2025 10:40:57 GMT Connect ChatGPT to Multiple Remote Databases amar@harolikar.com (Amar Harolikar) Sonnet 4.5. Released yesterday. Now live on DATS-4 SQL Agent Suite. Solid upgrade, but more 4.2 than 4.5. https://tigzig.com/post/sonnet-4-5-released-yesterday-now-live-on-dats-4-sql-agent-suite-solid-upgrade-but-more-4-2-than https://tigzig.com/post/sonnet-4-5-released-yesterday-now-live-on-dats-4-sql-agent-suite-solid-upgrade-but-more-4-2-than Sun, 12 Oct 2025 10:19:35 GMT Sonnet 4.5. Released yesterday. Now live on DATS-4 SQL Agent Suite. Solid upgrade, but more 4.2 than 4.5. amar@harolikar.com (Amar Harolikar) Which AI Coder should you use for xlwings Lite (Python in Excel)? https://tigzig.com/post/which-ai-coder-should-you-use-for-xlwings-lite-python-in-excel https://tigzig.com/post/which-ai-coder-should-you-use-for-xlwings-lite-python-in-excel Tue, 07 Oct 2025 03:17:16 GMT Which AI Coder should you use for xlwings Lite (Python in Excel)? amar@harolikar.com (Amar Harolikar) Analysis-as-App: Inside India’s Top Midcap Funds: Buys, Sells, Entries and Exits. Interactive Dashboard Release (Analysis-as-App) https://tigzig.com/post/analysis-as-app-inside-india-s-top-midcap-funds-buys-sells-entries-and-exits-interactive-dashbo https://tigzig.com/post/analysis-as-app-inside-india-s-top-midcap-funds-buys-sells-entries-and-exits-interactive-dashbo Sat, 27 Sep 2025 11:26:21 GMT Analysis-as-App: Inside India’s Top Midcap Funds: Buys, Sells, Entries and Exits. Interactive Dashboard Release (Analysis-as-App) amar@harolikar.com (Amar Harolikar) Google - The old edge is back.By Dec ’24, in AI, I had written Google off. Now, the balance has shifted https://tigzig.com/post/google-the-old-edge-is-back-by-dec-24-in-ai-i-had-written-google-off-now-the-balance-has-shif https://tigzig.com/post/google-the-old-edge-is-back-by-dec-24-in-ai-i-had-written-google-off-now-the-balance-has-shif Tue, 23 Sep 2025 13:13:57 GMT Google - The old edge is back.By Dec ’24, in AI, I had written Google off. Now, the balance has shifted amar@harolikar.com (Amar Harolikar) Automated Quant Reports with GPT: Run a stock, index, ETF, commodity, or crypto → get 3 formatted reports in minutes. https://tigzig.com/post/automated-quant-reports-with-gpt-run-a-stock-index-etf-commodity-or-crypto-get-3-formatted-re https://tigzig.com/post/automated-quant-reports-with-gpt-run-a-stock-index-etf-commodity-or-crypto-get-3-formatted-re Sun, 21 Sep 2025 06:59:43 GMT Automated Quant Reports with GPT: Run a stock, index, ETF, commodity, or crypto → get 3 formatted reports in minutes. amar@harolikar.com (Amar Harolikar) Monthly MF portfolio files = hours wasted re-formatting. Here’s a tool that fixes it https://tigzig.com/post/monthly-mf-portfolio-files-hours-wasted-re-formatting-here-s-a-tool-that-fixes-it https://tigzig.com/post/monthly-mf-portfolio-files-hours-wasted-re-formatting-here-s-a-tool-that-fixes-it Fri, 19 Sep 2025 13:23:15 GMT Monthly MF portfolio files = hours wasted re-formatting. Here’s a tool that fixes it amar@harolikar.com (Amar Harolikar) Cricket (ODI/T20) & Tour de France stats from a Custom GPT connected to 3 live databases. https://tigzig.com/post/cricket-odi-t20-tour-de-france-stats-from-a-custom-gpt-connected-to-3-live-databases https://tigzig.com/post/cricket-odi-t20-tour-de-france-stats-from-a-custom-gpt-connected-to-3-live-databases Wed, 17 Sep 2025 09:22:00 GMT Cricket (ODI/T20) & Tour de France stats from a Custom GPT connected to 3 live databases. amar@harolikar.com (Amar Harolikar) Can an AI SQL Agent build a weighted scoring system from scratch? https://tigzig.com/post/can-an-ai-sql-agent-build-a-weighted-scoring-system-from-scratch https://tigzig.com/post/can-an-ai-sql-agent-build-a-weighted-scoring-system-from-scratch Mon, 15 Sep 2025 11:57:27 GMT Can an AI SQL Agent build a weighted scoring system from scratch? amar@harolikar.com (Amar Harolikar) Go from a 200MB flat file with 1.5M records to analysis in minutes with my open-source AI-SQL App https://tigzig.com/post/go-from-a-200mb-flat-file-with-1-5m-records-to-analysis-in-minutes-with-my-open-source-ai-sql-app https://tigzig.com/post/go-from-a-200mb-flat-file-with-1-5m-records-to-analysis-in-minutes-with-my-open-source-ai-sql-app Mon, 15 Sep 2025 11:55:04 GMT Go from a 200MB flat file with 1.5M records to analysis in minutes with my open-source AI-SQL App amar@harolikar.com (Amar Harolikar) Qwen3 Max now live on DATS-4 SQL Agent Suite for Advanced Analysis Better than DeepSeek R1, closer to Claude Sonnet 4 - at a lower cost. https://tigzig.com/post/qwen3-max-now-live-on-dats-4-sql-agent-suite-for-advanced-analysis-better-than-deepseek-r1-closer-t https://tigzig.com/post/qwen3-max-now-live-on-dats-4-sql-agent-suite-for-advanced-analysis-better-than-deepseek-r1-closer-t Wed, 10 Sep 2025 06:59:08 GMT Qwen3 Max now live on DATS-4 SQL Agent Suite for Advanced Analysis Better than DeepSeek R1, closer to Claude Sonnet 4 - at a lower cost. amar@harolikar.com (Amar Harolikar) Google Tools I Use on Live Projects — Analysis, Automation & Building Micro-Apps https://tigzig.com/post/google-tools-i-use-on-live-projects-analysis-automation-building-micro-apps https://tigzig.com/post/google-tools-i-use-on-live-projects-analysis-automation-building-micro-apps Tue, 09 Sep 2025 15:15:53 GMT Google Tools I Use on Live Projects — Analysis, Automation & Building Micro-Apps amar@harolikar.com (Amar Harolikar) Python in Excel (xlwings Lite) with Natural Language Instructions. https://tigzig.com/post/python-in-excel-xlwings-lite-with-natural-language-instructions https://tigzig.com/post/python-in-excel-xlwings-lite-with-natural-language-instructions Sat, 06 Sep 2025 10:39:29 GMT Python in Excel (xlwings Lite) with Natural Language Instructions. amar@harolikar.com (Amar Harolikar) Python in Excel: Field Guide & Practice Lab for AI-assisted xlwings Lite. https://tigzig.com/post/python-in-excel-field-guide-practice-lab-for-ai-assisted-xlwings-lite https://tigzig.com/post/python-in-excel-field-guide-practice-lab-for-ai-assisted-xlwings-lite Wed, 03 Sep 2025 11:29:24 GMT Python in Excel: Field Guide & Practice Lab for AI-assisted xlwings Lite. amar@harolikar.com (Amar Harolikar) LLM Costing for Database AI Apps. Live Experience. Live App. Open Source https://tigzig.com/post/llm-costing-for-database-ai-apps-live-experience-live-app-open-source https://tigzig.com/post/llm-costing-for-database-ai-apps-live-experience-live-app-open-source Wed, 03 Sep 2025 10:00:00 GMT LLM Costing for Database AI Apps. Live Experience. Live App. Open Source amar@harolikar.com (Amar Harolikar) Two of the best resources I've seen on building agentic AI. One from Manus, one from Anthropic. https://tigzig.com/post/two-of-the-best-resources-i-ve-seen-on-building-agentic-ai-one-from-manus-one-from-anthropic https://tigzig.com/post/two-of-the-best-resources-i-ve-seen-on-building-agentic-ai-one-from-manus-one-from-anthropic Mon, 01 Sep 2025 13:36:24 GMT Two of the best resources I've seen on building agentic AI. One from Manus, one from Anthropic. amar@harolikar.com (Amar Harolikar) Database AI & SQL - Now choose you LLM: GPT-5, Deepseek, Qwen 3 Thinking. Live. Open Source. https://tigzig.com/post/database-ai-sql-now-choose-you-llm-gpt-5-deepseek-qwen-3-thinking-live-open-source https://tigzig.com/post/database-ai-sql-now-choose-you-llm-gpt-5-deepseek-qwen-3-thinking-live-open-source Mon, 01 Sep 2025 13:30:01 GMT Database AI & SQL - Now choose you LLM: GPT-5, Deepseek, Qwen 3 Thinking. Live. Open Source. amar@harolikar.com (Amar Harolikar) Database AI & SQL Agent - Connect to any database on-the-fly. Live. Open Source https://tigzig.com/post/database-ai-sql-agent-connect-to-any-database-on-the-fly-live-open-source https://tigzig.com/post/database-ai-sql-agent-connect-to-any-database-on-the-fly-live-open-source Mon, 01 Sep 2025 13:16:34 GMT Database AI & SQL Agent - Connect to any database on-the-fly. Live. Open Source amar@harolikar.com (Amar Harolikar) Free, Production-Grade Databases. Get setup in minutes. Great for testing and development https://tigzig.com/post/free-production-grade-databases-get-setup-in-minutes-great-for-testing-and-development https://tigzig.com/post/free-production-grade-databases-get-setup-in-minutes-great-for-testing-and-development Mon, 01 Sep 2025 13:04:14 GMT Free, Production-Grade Databases. Get setup in minutes. Great for testing and development amar@harolikar.com (Amar Harolikar) Database & SQL AI: On-the-fly database transformation with natural language. Connect, transform, and export instantly. https://tigzig.com/post/database-sql-ai-on-the-fly-database-transformation-with-natural-language-connect-transform-and https://tigzig.com/post/database-sql-ai-on-the-fly-database-transformation-with-natural-language-connect-transform-and Mon, 01 Sep 2025 12:29:06 GMT Database & SQL AI: On-the-fly database transformation with natural language. Connect, transform, and export instantly. amar@harolikar.com (Amar Harolikar) Security Performance Report for Investors. AI Quant Agent. Live. Open Source. Free. https://tigzig.com/post/security-performance-report-for-investors-ai-quant-agent-live-open-source-free https://tigzig.com/post/security-performance-report-for-investors-ai-quant-agent-live-open-source-free Mon, 01 Sep 2025 12:02:05 GMT Security Performance Report for Investors. AI Quant Agent. Live. Open Source. Free. amar@harolikar.com (Amar Harolikar) AI Technical Report for Traders- An Open Source Tool https://tigzig.com/post/ai-technical-report-for-traders-an-open-source-tool https://tigzig.com/post/ai-technical-report-for-traders-an-open-source-tool Sat, 30 Aug 2025 13:17:16 GMT AI Technical Report for Traders- An Open Source Tool amar@harolikar.com (Amar Harolikar) AI for Databases: Field Guide, Live Apps & Lessons https://tigzig.com/post/ai-for-databases-field-guide-live-apps-lessons https://tigzig.com/post/ai-for-databases-field-guide-live-apps-lessons Sun, 10 Aug 2025 13:23:11 GMT AI for Databases: Field Guide, Live Apps & Lessons amar@harolikar.com (Amar Harolikar) Build Full Campaign in Excel with Python , xlwings Lite & AI https://tigzig.com/post/build-full-campaign-in-excel-with-python-xlwings-lite-ai https://tigzig.com/post/build-full-campaign-in-excel-with-python-xlwings-lite-ai Wed, 23 Jul 2025 09:10:18 GMT Build Full Campaign in Excel with Python , xlwings Lite & AI amar@harolikar.com (Amar Harolikar) Releasing Module 02 — Practitioner’s Series on xlwings Lite. Python in Excel. Data Cleaning & Rule Based Transformation https://tigzig.com/post/releasing-module-02-practitioner-s-series-on-xlwings-lite-python-in-excel-data-cleaning-rule-b https://tigzig.com/post/releasing-module-02-practitioner-s-series-on-xlwings-lite-python-in-excel-data-cleaning-rule-b Sun, 06 Jul 2025 10:39:13 GMT Releasing Module 02 — Practitioner’s Series on xlwings Lite. Python in Excel. Data Cleaning & Rule Based Transformation amar@harolikar.com (Amar Harolikar) Tool: A 1,450-line context file. Purpose: To ensure clean, efficient xlwings Lite code generation. https://tigzig.com/post/a-1-450-line-context-file-to-ensure-clean-efficient-xlwings-lite-code-ge https://tigzig.com/post/a-1-450-line-context-file-to-ensure-clean-efficient-xlwings-lite-code-ge Sun, 06 Jul 2025 09:46:30 GMT Tool: A 1,450-line context file. Purpose: To ensure clean, efficient xlwings Lite code generation. amar@harolikar.com (Amar Harolikar) xlwings Lite Practice Lab - a free, hands-on guide for Excel professionals https://tigzig.com/post/a-free-hands-on-guide-for-excel-professionals https://tigzig.com/post/a-free-hands-on-guide-for-excel-professionals Sun, 29 Jun 2025 12:20:07 GMT xlwings Lite Practice Lab - a free, hands-on guide for Excel professionals amar@harolikar.com (Amar Harolikar) AI Technical Analysis Tool https://tigzig.com/post/ai-technical-analysis-tool https://tigzig.com/post/ai-technical-analysis-tool Tue, 24 Jun 2025 06:49:06 GMT AI Technical Analysis Tool amar@harolikar.com (Amar Harolikar) That 9X return from Nifty Midcap is irrelevant if you couldn't survive the 73% of time it was in drawdown https://tigzig.com/post/that-9x-return-from-nifty-midcap-is-irrelevant-if-you-couldn-t-survive-the-73-of-time-it-was-in-dra https://tigzig.com/post/that-9x-return-from-nifty-midcap-is-irrelevant-if-you-couldn-t-survive-the-73-of-time-it-was-in-dra Sun, 22 Jun 2025 05:17:00 GMT That 9X return from Nifty Midcap is irrelevant if you couldn't survive the 73% of time it was in drawdown amar@harolikar.com (Amar Harolikar) TIGZIG Quants GPT: 30-Second Financial Analysis Custom GPT https://tigzig.com/post/tigzig-quants-gpt-30-second-financial-analysis-custom-gpt https://tigzig.com/post/tigzig-quants-gpt-30-second-financial-analysis-custom-gpt Fri, 20 Jun 2025 12:56:54 GMT TIGZIG Quants GPT: 30-Second Financial Analysis Custom GPT amar@harolikar.com (Amar Harolikar) Open Source Asset Comparison Tool: Compare Stocks, Indices, Crypto & Commodities in One Dashboard https://tigzig.com/post/open-source-asset-comparison-tool-compare-stocks-indices-crypto-commodities-in-one-dashboard https://tigzig.com/post/open-source-asset-comparison-tool-compare-stocks-indices-crypto-commodities-in-one-dashboard Wed, 18 Jun 2025 15:28:44 GMT Open Source Asset Comparison Tool: Compare Stocks, Indices, Crypto & Commodities in One Dashboard amar@harolikar.com (Amar Harolikar) Live Portfolio Analytics - Powered by MCP Servers - Open Source https://tigzig.com/post/open-so https://tigzig.com/post/open-so Fri, 09 May 2025 13:44:54 GMT Live Portfolio Analytics - Powered by MCP Servers - Open Source amar@harolikar.com (Amar Harolikar) Live Python-in-Excel systems - built with xlwings Lite. AI, Scraping, APIs, EDA, DB, Charts, PDFs, Automations https://tigzig.com/post/live-python-in-excel-with-xlwings-lite https://tigzig.com/post/live-python-in-excel-with-xlwings-lite Fri, 09 May 2025 11:55:15 GMT Live Python-in-Excel systems - built with xlwings Lite. AI, Scraping, APIs, EDA, DB, Charts, PDFs, Automations amar@harolikar.com (Amar Harolikar) ChatGPT Connected to integrated FastAPI-MCP Servers.. Technical Analysis (TA) report. From stocks to crypto. https://tigzig.com/post/chatgpt-connected-fastapi-mcp-servers-technical-analysis-ta-report-stocks-crypto https://tigzig.com/post/chatgpt-connected-fastapi-mcp-servers-technical-analysis-ta-report-stocks-crypto Mon, 28 Apr 2025 17:33:13 GMT ChatGPT Connected to integrated FastAPI-MCP Servers.. Technical Analysis (TA) report. From stocks to crypto. amar@harolikar.com (Amar Harolikar) Build AI Workflows with MCP Servers + n8n https://tigzig.com/post/build-ai-workflows-mcp-servers-n8n-technical-analysis https://tigzig.com/post/build-ai-workflows-mcp-servers-n8n-technical-analysis Tue, 22 Apr 2025 07:38:26 GMT Build AI Workflows with MCP Servers + n8n amar@harolikar.com (Amar Harolikar) AI Powered Dynamic Web Scraper in Excel | Python+AI in Excel | xlwings Lite - Part 6. https://tigzig.com/post/ai-powered-dynamic-web-scraper-in-excel-python-ai-xlwings-lite-part-6 https://tigzig.com/post/ai-powered-dynamic-web-scraper-in-excel-python-ai-xlwings-lite-part-6 Tue, 15 Apr 2025 04:39:08 GMT AI Powered Dynamic Web Scraper in Excel | Python+AI in Excel | xlwings Lite - Part 6. amar@harolikar.com (Amar Harolikar) AI-Powered Technical Analysis in Excel - with Python & Gemini Vision https://tigzig.com/post/9e37b53b https://tigzig.com/post/9e37b53b Wed, 09 Apr 2025 07:47:11 GMT AI-Powered Technical Analysis in Excel - with Python & Gemini Vision amar@harolikar.com (Amar Harolikar) Stock Data to AI Reports | Python-in-Excel | xlwings Lite - Part 4 https://tigzig.com/post/stock-data-to-ai-reports-python-in-excel-xlwings-lite-part-4 https://tigzig.com/post/stock-data-to-ai-reports-python-in-excel-xlwings-lite-part-4 Mon, 07 Apr 2025 11:19:23 GMT Stock Data to AI Reports | Python-in-Excel | xlwings Lite - Part 4 amar@harolikar.com (Amar Harolikar) AI + Python in Excel with xlwings Lite - LLM API Calls | Part 3 https://tigzig.com/post/ai-python-excel-xlwings-lite-llm-api-calls-part-3 https://tigzig.com/post/ai-python-excel-xlwings-lite-llm-api-calls-part-3 Mon, 07 Apr 2025 11:07:15 GMT AI + Python in Excel with xlwings Lite - LLM API Calls | Part 3 amar@harolikar.com (Amar Harolikar) xlwings lite |Connect to Remote Databases https://tigzig.com/post/python-in-excel-with-xlwings-lite-part-2-connect-to-remote-databases https://tigzig.com/post/python-in-excel-with-xlwings-lite-part-2-connect-to-remote-databases Mon, 07 Apr 2025 11:00:49 GMT xlwings lite |Connect to Remote Databases amar@harolikar.com (Amar Harolikar) Python Workflows. Inside Excel. With xlwings Lite (free) - Powerful. https://tigzig.com/post/python-workflows-inside-excel-with-xlwings-lite-free https://tigzig.com/post/python-workflows-inside-excel-with-xlwings-lite-free Sun, 23 Mar 2025 17:02:00 GMT Python Workflows. Inside Excel. With xlwings Lite (free) - Powerful. amar@harolikar.com (Amar Harolikar) AI-Powered Automation: Connect ChatGPT to n8n https://tigzig.com/post/7d905dcc https://tigzig.com/post/7d905dcc Fri, 21 Mar 2025 10:37:49 GMT AI-Powered Automation: Connect ChatGPT to n8n amar@harolikar.com (Amar Harolikar) Quick Deploy Advanced Analysis Multi-Agent with Flowise https://tigzig.com/post/quick-deploy-advanced-analysis-multi-agent-with-flowise https://tigzig.com/post/quick-deploy-advanced-analysis-multi-agent-with-flowise Fri, 21 Mar 2025 10:34:19 GMT Quick Deploy Advanced Analysis Multi-Agent with Flowise amar@harolikar.com (Amar Harolikar) Google Colab Data Science Agent vs. Mito-AI Jupyter Copilot. How do they compare? 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First impression = just brilliant. amar@harolikar.com (Amar Harolikar) AI Co-Analyst — Live Multi-Agent App. Cost, quality, reliability — what works? what doesn’t? https://tigzig.com/post/ai-co-analyst-live-multi-agent-app-cost-quality-reliability https://tigzig.com/post/ai-co-analyst-live-multi-agent-app-cost-quality-reliability Sun, 02 Mar 2025 13:34:27 GMT AI Co-Analyst — Live Multi-Agent App. Cost, quality, reliability — what works? what doesn’t? amar@harolikar.com (Amar Harolikar) Vibe coding (Andrej Karpathy) in Jupyter with Mito-AI — the Cursor for data scientists. My top 8 Tips https://tigzig.com/post/vibe_coding_andrej_karpahty_mito_ai https://tigzig.com/post/vibe_coding_andrej_karpahty_mito_ai Tue, 25 Feb 2025 13:43:37 GMT Vibe coding (Andrej Karpathy) in Jupyter with Mito-AI — the Cursor for data scientists. My top 8 Tips amar@harolikar.com (Amar Harolikar) Multi-Agents (Sequential) with Reasoning – Connect to any database - o3-mini / Deepseek-R1 / Flash-2.0. Built with Flowise. https://tigzig.com/post/multi-agents-sequential-reasoning-connect-database-o3-mini-deepseek-r1-flash-2-0-flowise https://tigzig.com/post/multi-agents-sequential-reasoning-connect-database-o3-mini-deepseek-r1-flash-2-0-flowise Sun, 23 Feb 2025 15:24:57 GMT Multi-Agents (Sequential) with Reasoning – Connect to any database - o3-mini / Deepseek-R1 / Flash-2.0. Built with Flowise. amar@harolikar.com (Amar Harolikar) Google Gemini 2.0 Flash — solid API performance, great quality, and cheaper than GPT-4-mini. The new workhorse? https://tigzig.com/post/google-gemini-2-0-flash-api-performance-quality-cheaper-gpt-4o-mini https://tigzig.com/post/google-gemini-2-0-flash-api-performance-quality-cheaper-gpt-4o-mini Sun, 23 Feb 2025 15:21:49 GMT Google Gemini 2.0 Flash — solid API performance, great quality, and cheaper than GPT-4-mini. The new workhorse? amar@harolikar.com (Amar Harolikar) AI Driven Advanced Analytics. Reasoning based Sequential Agents. Connect to any database — o3-mini/deepseek-r1 / gemini-flash-2.0. https://tigzig.com/post/ai-driven-advanced-analytics-reasoning-based-sequential-agents-connect-to-any-database-o3-mini-d https://tigzig.com/post/ai-driven-advanced-analytics-reasoning-based-sequential-agents-connect-to-any-database-o3-mini-d Fri, 14 Feb 2025 16:57:23 GMT AI Driven Advanced Analytics. Reasoning based Sequential Agents. Connect to any database — o3-mini/deepseek-r1 / gemini-flash-2.0. amar@harolikar.com (Amar Harolikar) Connect ChatGPT to Supabase in 10 mins. https://tigzig.com/post/connect-chatgpt-to-supabase-in-10-mins https://tigzig.com/post/connect-chatgpt-to-supabase-in-10-mins Sun, 19 Jan 2025 14:01:39 GMT Connect ChatGPT to Supabase in 10 mins. amar@harolikar.com (Amar Harolikar) AI automation micro-app: MF Portfolio Files Processor. Live app. Open source. https://tigzig.com/post/ai-automation-micro-app-mf-portfolio-files-processor-live-app-open-source https://tigzig.com/post/ai-automation-micro-app-mf-portfolio-files-processor-live-app-open-source Sun, 19 Jan 2025 13:59:11 GMT AI automation micro-app: MF Portfolio Files Processor. Live app. Open source. amar@harolikar.com (Amar Harolikar) Realtime voice AI - OpenAI WebRTC Implementation. Live app. Open source. https://tigzig.com/post/realtime-voice-ai-openai-webrtc-implementation-live-app-open-source https://tigzig.com/post/realtime-voice-ai-openai-webrtc-implementation-live-app-open-source Sun, 19 Jan 2025 13:49:37 GMT Realtime voice AI - OpenAI WebRTC Implementation. Live app. Open source. amar@harolikar.com (Amar Harolikar) Real-time voice AI - from cricket to credit cards. 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Live app. Open source. amar@harolikar.com (Amar Harolikar) Gemini 2.0 - Multimodal - How to use https://tigzig.com/post/gemini-2-0-multimodal-how-to-use https://tigzig.com/post/gemini-2-0-multimodal-how-to-use Sun, 19 Jan 2025 13:40:34 GMT Gemini 2.0 - Multimodal - How to use amar@harolikar.com (Amar Harolikar) Building AI apps with natural language and voice: top 9 tips https://tigzig.com/post/building-ai-apps-with-natural-language-and-voice-top-9-tips https://tigzig.com/post/building-ai-apps-with-natural-language-and-voice-top-9-tips Sun, 19 Jan 2025 13:34:49 GMT Building AI apps with natural language and voice: top 9 tips amar@harolikar.com (Amar Harolikar) Connect, Chat and Analyze Any Database with ChatGPTFast, Simple, and Powerful. https://tigzig.com/post/connect-any-database-with-chatgpt https://tigzig.com/post/connect-any-database-with-chatgpt Sun, 19 Jan 2025 13:03:05 GMT Connect, Chat and Analyze Any Database with ChatGPTFast, Simple, and Powerful. amar@harolikar.com (Amar Harolikar) REX-2: Your AI Analyst on Call https://tigzig.com/post/rex-2-your-ai-analyst-on-call https://tigzig.com/post/rex-2-your-ai-analyst-on-call Sun, 19 Jan 2025 12:57:35 GMT REX-2: Your AI Analyst on Call amar@harolikar.com (Amar Harolikar) REX-2 : AI Driven Analytics https://tigzig.com/post/rex-2-ai-driven-analytics-python-connect-to-any-database https://tigzig.com/post/rex-2-ai-driven-analytics-python-connect-to-any-database Sun, 19 Jan 2025 12:48:29 GMT REX-2 : AI Driven Analytics amar@harolikar.com (Amar Harolikar) AI Analytics Assistant: 5 Part Implementation Guide https://tigzig.com/post/ai-analytics-assistant-5-part-implementation-guide https://tigzig.com/post/ai-analytics-assistant-5-part-implementation-guide Sun, 19 Jan 2025 08:56:45 GMT AI Analytics Assistant: 5 Part Implementation Guide amar@harolikar.com (Amar Harolikar) Chat with database: 20 AI platforms you need to know https://tigzig.com/post/chat-with-database-20-ai-platforms-you-need-to-know https://tigzig.com/post/chat-with-database-20-ai-platforms-you-need-to-know Fri, 06 Dec 2024 13:16:09 GMT Chat with database: 20 AI platforms you need to know amar@harolikar.com (Amar Harolikar) Releasing REX-2: AI Decision Intelligence https://tigzig.com/post/releasing-rex2-ai-decision-intelligence https://tigzig.com/post/releasing-rex2-ai-decision-intelligence Sun, 24 Nov 2024 11:32:24 GMT Releasing REX-2: AI Decision Intelligence amar@harolikar.com (Amar Harolikar) How to connect Custom GPT to live data warehouses. 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Implementation Guide amar@harolikar.com (Amar Harolikar) How to update Excel, Google Sheet and backend Databases with Natural Language commands with Voice Agents https://tigzig.com/post/how-to-build-ai-action-agents-beyond-chat-with-voice-agents https://tigzig.com/post/how-to-build-ai-action-agents-beyond-chat-with-voice-agents Thu, 24 Oct 2024 06:40:28 GMT How to update Excel, Google Sheet and backend Databases with Natural Language commands with Voice Agents amar@harolikar.com (Amar Harolikar) How to update Excel, Google Sheet and backend Databases with Natural Language commands with Voice Agents https://tigzig.com/post/how-to-update-excel-google-sheets-and-databases-with-ai-voice-agents https://tigzig.com/post/how-to-update-excel-google-sheets-and-databases-with-ai-voice-agents Thu, 24 Oct 2024 06:28:15 GMT How to update Excel, Google Sheet and backend Databases with Natural Language commands with Voice Agents amar@harolikar.com (Amar Harolikar) How to set up, deploy, and connect Google Scripts to Make.com for task automation. https://tigzig.com/post/automate-tasks-with-ai-voice-agents-and-google-script https://tigzig.com/post/automate-tasks-with-ai-voice-agents-and-google-script Thu, 24 Oct 2024 06:24:08 GMT How to set up, deploy, and connect Google Scripts to Make.com for task automation. amar@harolikar.com (Amar Harolikar) How to use AI Assisted Coding Tools like Claude Dev and Cursor AI to develop LLM Apps with natural language commands. And deploy to open internet. https://tigzig.com/post/build-ai-voice-action-agent-app-in-react-js-in-natural-language https://tigzig.com/post/build-ai-voice-action-agent-app-in-react-js-in-natural-language Thu, 24 Oct 2024 06:15:09 GMT How to use AI Assisted Coding Tools like Claude Dev and Cursor AI to develop LLM Apps with natural language commands. And deploy to open internet. amar@harolikar.com (Amar Harolikar) How to build Voice-based AI Action Agents App to Execute Tasks, Automate Reports, and Analyze Data …and more. https://tigzig.com/post/how-to-build-voice-based-ai-action-agents-app-to-execute-tasks-automate-reports-and-analyze-data https://tigzig.com/post/how-to-build-voice-based-ai-action-agents-app-to-execute-tasks-automate-reports-and-analyze-data Thu, 24 Oct 2024 06:07:54 GMT How to build Voice-based AI Action Agents App to Execute Tasks, Automate Reports, and Analyze Data …and more. amar@harolikar.com (Amar Harolikar) Analyze PDF with NotebookLM. Visualize with Napkin AI. https://tigzig.com/post/analyze-pdf-with-notebooklm-visualize-with-napkin-ai https://tigzig.com/post/analyze-pdf-with-notebooklm-visualize-with-napkin-ai Thu, 24 Oct 2024 05:53:22 GMT Analyze PDF with NotebookLM. Visualize with Napkin AI. amar@harolikar.com (Amar Harolikar) POWER UP WITH GEN AI: Query & Analyze YouTube Videos with Google NotebookLM. https://tigzig.com/post/power-up-with-gen-ai-query-analyze-youtube-videos-with-google-notebooklm https://tigzig.com/post/power-up-with-gen-ai-query-analyze-youtube-videos-with-google-notebooklm Thu, 24 Oct 2024 05:12:02 GMT POWER UP WITH GEN AI: Query & Analyze YouTube Videos with Google NotebookLM. amar@harolikar.com (Amar Harolikar) Meet REX-1: Your Realtime AI Analytics Agent System (Web Version) https://tigzig.com/post/rex1-your-realtime-ai-analytics-agent-system-web-version https://tigzig.com/post/rex1-your-realtime-ai-analytics-agent-system-web-version Thu, 24 Oct 2024 05:01:19 GMT Meet REX-1: Your Realtime AI Analytics Agent System (Web Version) amar@harolikar.com (Amar Harolikar) GenAI App | LLM Analytics Assistant: Simplifying Data Transformation & Insights. AWS & Azure MySQL DW Example https://tigzig.com/post/genai-llm-app-analytics-assistant-aws-azure-mysql https://tigzig.com/post/genai-llm-app-analytics-assistant-aws-azure-mysql Sat, 27 Jul 2024 12:28:22 GMT GenAI App | LLM Analytics Assistant: Simplifying Data Transformation & Insights. AWS & Azure MySQL DW Example amar@harolikar.com (Amar Harolikar) VOICE MODE - Querying & Analyzing Data with Custom GPT AWS - Azure Data Warehouse https://tigzig.com/post/voice-mode-query-analyze-database-aws-azure-custom-gpt https://tigzig.com/post/voice-mode-query-analyze-database-aws-azure-custom-gpt Sat, 27 Jul 2024 12:25:41 GMT VOICE MODE - Querying & Analyzing Data with Custom GPT AWS - Azure Data Warehouse amar@harolikar.com (Amar Harolikar) Maybe leave programming to AI. Coding by GPTs: A Data Scientist's Perspective https://tigzig.com/post/leave-all-programming-to-ai-a-data-scientists-perspective https://tigzig.com/post/leave-all-programming-to-ai-a-data-scientists-perspective Sat, 27 Jul 2024 12:18:43 GMT Maybe leave programming to AI. Coding by GPTs: A Data Scientist's Perspective amar@harolikar.com (Amar Harolikar) How to summarize & analyze YouTube videos with AI: Two FREE and EASY options https://tigzig.com/post/how-to-summarize-analyze-youtube-videos-with-ai https://tigzig.com/post/how-to-summarize-analyze-youtube-videos-with-ai Sat, 27 Jul 2024 12:14:24 GMT How to summarize & analyze YouTube videos with AI: Two FREE and EASY options amar@harolikar.com (Amar Harolikar) GPT-4 is acting like a force-multiplier like I have never experienced before. https://tigzig.com/post/gpt-a-force-multiplier https://tigzig.com/post/gpt-a-force-multiplier Sat, 27 Jul 2024 11:31:32 GMT GPT-4 is acting like a force-multiplier like I have never experienced before. amar@harolikar.com (Amar Harolikar) Analyze Live Data | AWS-Azure DW | via Custom GPT & LLM Apps https://tigzig.com/post/analyze-data-aws-azure-custom-gpt https://tigzig.com/post/analyze-data-aws-azure-custom-gpt Sat, 27 Jul 2024 10:00:00 GMT Analyze Live Data | AWS-Azure DW | via Custom GPT & LLM Apps amar@harolikar.com (Amar Harolikar) Flowise is my goto platform for GenAI and LLM apps https://tigzig.com/post/flowise-is-my-goto-platform-for-genai-llm-app-development https://tigzig.com/post/flowise-is-my-goto-platform-for-genai-llm-app-development Sat, 27 Jul 2024 10:00:00 GMT Flowise is my goto platform for GenAI and LLM apps amar@harolikar.com (Amar Harolikar) POWERBOTS : Supercharge Your Business with No-Code AI Chatbots. A Practical Guide https://tigzig.com/post/powerbots-supercharge-your-business-with-no-code-ai-chatbots-a-practical-guide https://tigzig.com/post/powerbots-supercharge-your-business-with-no-code-ai-chatbots-a-practical-guide Sat, 06 Apr 2024 00:00:00 GMT POWERBOTS : Supercharge Your Business with No-Code AI Chatbots. A Practical Guide amar@harolikar.com (Amar Harolikar) LLM App | FastAPI Server | Web https://tigzig.com/post/blog-llm-app-get-yahoo-financials-flowise-fastapi https://tigzig.com/post/blog-llm-app-get-yahoo-financials-flowise-fastapi Wed, 20 Mar 2024 13:07:45 GMT LLM App | FastAPI Server | Web amar@harolikar.com (Amar Harolikar) How to use Llama Parse to convert PDF to text and extract complex table data. For Annual Reports, 10Ks, Research Reports https://tigzig.com/post/llama-parse-pdf-analyze-with-chatgpt-rag https://tigzig.com/post/llama-parse-pdf-analyze-with-chatgpt-rag Wed, 20 Mar 2024 13:04:38 GMT How to use Llama Parse to convert PDF to text and extract complex table data. For Annual Reports, 10Ks, Research Reports amar@harolikar.com (Amar Harolikar) Mutual Fund Allocation Analysis with GPT Power Tools. Custom GPT. Custom Python Code. Multiple Excels. https://tigzig.com/post/mutual-fund-analysis-custom-gpt-python-multiple-excel https://tigzig.com/post/mutual-fund-analysis-custom-gpt-python-multiple-excel Wed, 20 Mar 2024 00:00:00 GMT Mutual Fund Allocation Analysis with GPT Power Tools. Custom GPT. Custom Python Code. 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