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How a Weekend Python Script Saved a CA Firm 209 Hours During ITR Season

How a Weekend Python Script Saved a CA Firm 209 Hours During ITR Season

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5 min read
"Take the Well-Maintained Road Over Risky Shortcuts": Ditching Web Scraping for an AI App Powered by Official RSS & Gemini (Lessons from Logistics)

"Take the Well-Maintained Road Over Risky Shortcuts": Ditching Web Scraping for an AI App Powered by Official RSS & Gemini (Lessons from Logistics)

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4 min read
Debugging a Legacy CRA + Django Deployment Pipeline: A DevOps Postmortem

Debugging a Legacy CRA + Django Deployment Pipeline: A DevOps Postmortem

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8 min read
Cost Per Verified Success: Your Exit-0 Denominator Lies

Cost Per Verified Success: Your Exit-0 Denominator Lies

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10 min read
The CFO's AI Playbook: 5 Finance Automations Every Indian Business Should Run in 2026

The CFO's AI Playbook: 5 Finance Automations Every Indian Business Should Run in 2026

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3 min read
Why I Tell Clients NOT to Automate Everything — The Over-Automation Trap

Why I Tell Clients NOT to Automate Everything — The Over-Automation Trap

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3 min read
Stock Screener Automation: How a Trader Replaced ₹47K/Month Advisory with a Python Script

Stock Screener Automation: How a Trader Replaced ₹47K/Month Advisory with a Python Script

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3 min read
4 Open-Source AI Tools, 1 MCP Server — What I Built and What I Learned

Overcoming internal dev tool adoption hurdles

4 Open-Source AI Tools, 1 MCP Server — What I Built and What I Learned

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15 min read
My Scripts Say dev.to Blocks "the Default urllib User-Agent." That's Not the Actual Rule.

My Scripts Say dev.to Blocks "the Default urllib User-Agent." That's Not the Actual Rule.

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4 min read
Protect Your Python Bots From Failing Over and Over Again

Protect Your Python Bots From Failing Over and Over Again

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4 min read
Your LLM Got the Variant Right. But Did It Get It Right for the Right Reason?

Your LLM Got the Variant Right. But Did It Get It Right for the Right Reason?

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7 min read
How I improved my fact-checker from F1 0.655 0.813 — what actually changed

How I improved my fact-checker from F1 0.655 0.813 — what actually changed

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3 min read
LOOP ENGINEERING: TECHNICAL BLUEPRINT

LOOP ENGINEERING: TECHNICAL BLUEPRINT

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19 min read
📐 Mathematics for AI — Foundation Course

📐 Mathematics for AI — Foundation Course

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20 min read
Beyond open(): Designing a Crash-Safe, Atomic Hot-Patching Engine in Python

Beyond open(): Designing a Crash-Safe, Atomic Hot-Patching Engine in Python

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2 min read
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