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Running Async Python Inside Celery Is Harder Than You Think.

Running Async Python Inside Celery Is Harder Than You Think.

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8 min read
Do not treat LangGraph as a longer chain: define state, interrupts, and recovery first

Do not treat LangGraph as a longer chain: define state, interrupts, and recovery first

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4 min read
Two SQL Calls, the Same Rows. Only One Has a String to Inject Into.

Two SQL Calls, the Same Rows. Only One Has a String to Inject Into.

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22 min read
How to Use DeepSeek and Qwen API Outside China

How to Use DeepSeek and Qwen API Outside China

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2 min read
I Built a Job Search Agent That Scores 200 Jobs With Local AI -- Zero Cloud, Zero Cost

I Built a Job Search Agent That Scores 200 Jobs With Local AI -- Zero Cloud, Zero Cost

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3 min read
WAFER Deep Crawler: 8-Layer Stealth Architecture - Fingerprint Layer

WAFER Deep Crawler: 8-Layer Stealth Architecture - Fingerprint Layer

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3 min read
My Comment Pipeline Marks a Thread "Handled" the Moment I Reply Once. A Follow-Up Question Proved It Wrong.

My Comment Pipeline Marks a Thread "Handled" the Moment I Reply Once. A Follow-Up Question Proved It Wrong.

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4 min read
31.8x Speedup by Changing One File: Async Embedding Calls on AWS Bedrock

31.8x Speedup by Changing One File: Async Embedding Calls on AWS Bedrock

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2 min read
My Fix for "The Git Hook Never Installs" Landed Yesterday. Today's Container Didn't Have It Either.

My Fix for "The Git Hook Never Installs" Landed Yesterday. Today's Container Didn't Have It Either.

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4 min read
How I Built an AI Bank Statement Parser for Indian CAs Using Python and Claude API

How I Built an AI Bank Statement Parser for Indian CAs Using Python and Claude API

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2 min read
My messy adventures juggling multiple AI APIs (and how I tamed them)

My messy adventures juggling multiple AI APIs (and how I tamed them)

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5 min read
Heroku Is Getting Expensive: A 2026 Cost Calculator + Migration Guide

Heroku Is Getting Expensive: A 2026 Cost Calculator + Migration Guide

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13 min read
We Caught 90% More AI Memory Bugs Using Playwright E2E Tests

We Caught 90% More AI Memory Bugs Using Playwright E2E Tests

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4 min read
A Python Discord Bot for Managing Minecraft Server

A Python Discord Bot for Managing Minecraft Server

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1 min read
I Built an API Gateway That AI Agents Pay For Automatically

I Built an API Gateway That AI Agents Pay For Automatically

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1 min read
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