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An AI agent graded its own poll loop as 'event-driven'. I read the code instead.

An AI agent graded its own poll loop as 'event-driven'. I read the code instead.

Comments 3
4 min read
The LLM Was the Easy Part: Building a Hybrid RAG API

The LLM Was the Easy Part: Building a Hybrid RAG API

Comments 1
7 min read
Create a Custom AI PR Reviewer from scratch with GitHub Actions

Create a Custom AI PR Reviewer from scratch with GitHub Actions

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6 min read
I Kept Losing the "Why" Behind My Code Every Time I Closed an AI Chat, So I Built a Tiny Tool to Save It

I Kept Losing the "Why" Behind My Code Every Time I Closed an AI Chat, So I Built a Tiny Tool to Save It

Comments 2
4 min read
My Idempotency Guard Exists to Survive One Specific Error. That Error Made It Fail Open.

My Idempotency Guard Exists to Survive One Specific Error. That Error Made It Fail Open.

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Comments 1
5 min read
My MCP Tool Fetches Before It Writes and Logs Every Change. It Never Checked Whether There Was Anything to Change.

My MCP Tool Fetches Before It Writes and Logs Every Change. It Never Checked Whether There Was Anything to Change.

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Comments 1
4 min read
What I Learned Reviewing 200 Python Interview Questions

What I Learned Reviewing 200 Python Interview Questions

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Comments
3 min read
Building an AI Linux Security Assistant: From SSH Logs to Automated Threat Detection

Building an AI Linux Security Assistant: From SSH Logs to Automated Threat Detection

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3 min read
How to know which job postings were removed, when nothing tells you

How to know which job postings were removed, when nothing tells you

Comments 2
3 min read
12 Patterns Run Every Data Stack. Seniority Is Knowing When Each One Is a Mistake.

12 Patterns Run Every Data Stack. Seniority Is Knowing When Each One Is a Mistake.

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9 min read
A LiteLLM circuit breaker that kills runaway agent runs

A LiteLLM circuit breaker that kills runaway agent runs

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3 min read
Dukaan Digital: Teaching an AI to Read a Kirana Shop So Small Stores Can Compete on ONDC

Dukaan Digital: Teaching an AI to Read a Kirana Shop So Small Stores Can Compete on ONDC

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4 min read
Merging job postings from ten ATS platforms into one schema, and the four fields that fight back

Merging job postings from ten ATS platforms into one schema, and the four fields that fight back

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4 min read
5 Free Python Security APIs That Cut Your Due Diligence Time

5 Free Python Security APIs That Cut Your Due Diligence Time

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8 min read
How to Detect and Block SQL Injection Attempts Programmatically

How to Detect and Block SQL Injection Attempts Programmatically

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5 min read
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