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Day 6: Give Your AI a Memory — Building Chatbots that Actually Remember 🧠

Day 6: Give Your AI a Memory — Building Chatbots that Actually Remember 🧠

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2 min read
Provider Drift: How Default Routing Inflates LLM Cost 3.9 — A Measurement

Provider Drift: How Default Routing Inflates LLM Cost 3.9 — A Measurement

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5 min read
How I built an invoice extraction API that works on any PDF layout

How I built an invoice extraction API that works on any PDF layout

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3 min read
Building a Data Drift Detection Framework in Python with Statistical Rigor

Building a Data Drift Detection Framework in Python with Statistical Rigor

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4 min read
You can’t test prompts like code - and it’s breaking real systems

You can’t test prompts like code - and it’s breaking real systems

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2 min read
FastAPI Background Tasks vs. Celery for AI Feature Processing: When to Queue and When to Fire-and-Forget

FastAPI Background Tasks vs. Celery for AI Feature Processing: When to Queue and When to Fire-and-Forget

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4 min read
Uncovering 8% IndexedDB Data Loss After Browser Crashes with Playwright

Uncovering 8% IndexedDB Data Loss After Browser Crashes with Playwright

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3 min read
SwiftDeploy: How I Built a Tool That Writes Its Own Infrastructure Files

SwiftDeploy: How I Built a Tool That Writes Its Own Infrastructure Files

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4 min read
Username Studio — find short Telegram usernames with a local LLM

Username Studio — find short Telegram usernames with a local LLM

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2 min read
AtCoder Beginner Contest 456 参加記録と解答例 (A D問題)

AtCoder Beginner Contest 456 参加記録と解答例 (A D問題)

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2 min read
How I Built a Real-Time Face Recognition Security System on a Raspberry Pi

How I Built a Real-Time Face Recognition Security System on a Raspberry Pi

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3 min read
Setting up my ML environment from scratch: MedMind

Setting up my ML environment from scratch: MedMind

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2 min read
Building a Local, GPU-Accelerated Background Remover MCP Server in Python

Building a Local, GPU-Accelerated Background Remover MCP Server in Python

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3 min read
Why My Analytics Was Logging Every Page Visit Twice (And How I Fixed It)

Ref guard limitations in React StrictMode

Why My Analytics Was Logging Every Page Visit Twice (And How I Fixed It)

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4 min read
I distilled a 7B vision model into a 2B one for screenshots — and the 7B teacher scored worse

Metric bias against descriptive thoroughness

I distilled a 7B vision model into a 2B one for screenshots — and the 7B teacher scored worse

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9 min read
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