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Different agent frameworks log 'input_tokens' differently. Here's the fix.

Different agent frameworks log 'input_tokens' differently. Here's the fix.

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2 min read
Inside WatchTower: 4-layer defacement detection in async Python

Inside WatchTower: 4-layer defacement detection in async Python

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8 min read
Day 10: The Full RAG Chain — From Library to Answers 🔗

Day 10: The Full RAG Chain — From Library to Answers 🔗

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2 min read
Building a Hybrid RAG in 200 Lines — SQLite + FTS5 + sqlite-vec + RRF

Building a Hybrid RAG in 200 Lines — SQLite + FTS5 + sqlite-vec + RRF

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6 min read
How I Cut LLM Memory Bug Diagnosis from 2 Hours to 5 Minutes with Playwright & Allure

How I Cut LLM Memory Bug Diagnosis from 2 Hours to 5 Minutes with Playwright & Allure

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3 min read
Building a Dual-Track Autonomous Scientific Discovery Engine with GFlowNet Theory Selection

Building a Dual-Track Autonomous Scientific Discovery Engine with GFlowNet Theory Selection

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5 min read
Generate Stylized Text Images with Python (No Photoshop, No Fuss)

Generate Stylized Text Images with Python (No Photoshop, No Fuss)

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2 min read
Introducing 4PACE: I built an open-source, YAML-driven power grid simulator in Python ⚡

Introducing 4PACE: I built an open-source, YAML-driven power grid simulator in Python ⚡

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2 min read
Caching a Huawei SUN2000 over Modbus for Home Assistant

Caching a Huawei SUN2000 over Modbus for Home Assistant

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5 min read
How to Deploy a Machine Learning Project on AWS Using ECR, ECS Fargate, and EFS.

How to Deploy a Machine Learning Project on AWS Using ECR, ECS Fargate, and EFS.

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12 min read
Inside Secure Playground — building an interactive prompt-injection simulator

Inside Secure Playground — building an interactive prompt-injection simulator

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2 min read
Claude Code Workflow: Best Practices That Ship Code"

Claude Code Workflow: Best Practices That Ship Code"

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12 min read
Classical RAG vs Agentic RAG: a practical decision guide

Classical RAG vs Agentic RAG: a practical decision guide

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3 min read
400 from Anthropic API. Two consecutive user messages. Every time.

Hermes Agent Challenge Submission: Write About Hermes Agent

400 from Anthropic API. Two consecutive user messages. Every time.

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2 min read
從零打造全自動 AI 作品產出引擎:一位特殊選才生的 30 天實驗

從零打造全自動 AI 作品產出引擎:一位特殊選才生的 30 天實驗

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1 min read
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