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G-CARL: Checklist-Aligned Reward Learning for Grounded Medical AI Agents

G-CARL: Checklist-Aligned Reward Learning for Grounded Medical AI Agents

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5 min read
Do less, and do more of what's left - what a "minimal" coding agent gets right

Do less, and do more of what's left - what a "minimal" coding agent gets right

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4 min read
I built K-Humanizer from 7,500+ edits across 120,000 Korean responses

I built K-Humanizer from 7,500+ edits across 120,000 Korean responses

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2 min read
Building a Free, Local Coding Agent with Tauri, Rust, and Vue

Building a Free, Local Coding Agent with Tauri, Rust, and Vue

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2 min read
When Code becomes cheap, Judgement becomes the craft

When Code becomes cheap, Judgement becomes the craft

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1 min read
Level 100: Claude foundations

Level 100: Claude foundations

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2 min read
I Gave Claude Code a Brain. This Time I Let the Tests Judge It.

Rigorous tests reveal surprising CLAUDE.md drop

I Gave Claude Code a Brain. This Time I Let the Tests Judge It.

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5 min read
Software Development After AI

Software Development After AI

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6 min read
A local-first memory daemon for AI agents: SQLite + ONNX, zero API calls

A local-first memory daemon for AI agents: SQLite + ONNX, zero API calls

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2 min read
Oh-My-Pi's Hash-Anchored Edits: How a Terminal Agent Avoids the \\\\\\\"Replace Entire File\\\\\\\" Trap

Oh-My-Pi's Hash-Anchored Edits: How a Terminal Agent Avoids the \\\\\\\"Replace Entire File\\\\\\\" Trap

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7 min read
Google เปิดซอร์ส Long Horizon, 5 design patterns ที่ทำให้ agent ทำงานข้ามสัปดาห์ได้โดยไม่พังเงียบๆ

Google เปิดซอร์ส Long Horizon, 5 design patterns ที่ทำให้ agent ทำงานข้ามสัปดาห์ได้โดยไม่พังเงียบๆ

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3 min read
Hermes Agent's Self-Improving Loop: What Recursive Learning Reveals About Agent Harness Architecture

Hermes Agent's Self-Improving Loop: What Recursive Learning Reveals About Agent Harness Architecture

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5 min read
Mastra Multi-Agent Pipeline: Coordinating Four TypeScript Agents Without Losing State

Mastra Multi-Agent Pipeline: Coordinating Four TypeScript Agents Without Losing State

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6 min read
Free vs Self-Hosted Models: A Break-Even Framework for Agent Workloads

Free vs Self-Hosted Models: A Break-Even Framework for Agent Workloads

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5 min read
Why the Most Honest Coding-Agent Evaluation Runs on Free Infrastructure

Why the Most Honest Coding-Agent Evaluation Runs on Free Infrastructure

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5 min read
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