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How I Caught an Agent Fabricating Its Own Results

How I Caught an Agent Fabricating Its Own Results

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6 min read
Cursor Automation vs OpenClaw: Which AI Agent Should You Choose?

Cursor Automation vs OpenClaw: Which AI Agent Should You Choose?

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14 min read
You can write a better prompt. Your agent can make a better guess.

You can write a better prompt. Your agent can make a better guess.

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Comments 8
1 min read
Cognous Keeps Your AI in Check

Cognous Keeps Your AI in Check

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4 min read
AI Must Fall in Love

AI Must Fall in Love

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Comments 1
12 min read
Canary Tests for AI Coding Agents: A Sandbox Harness You Can Run Yourself

Canary Tests for AI Coding Agents: A Sandbox Harness You Can Run Yourself

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4 min read
I Gave My Coding Agent Fake Tools on Purpose: A Boundary-Test Harness You Can Run on a Free Server

I Gave My Coding Agent Fake Tools on Purpose: A Boundary-Test Harness You Can Run on a Free Server

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5 min read
Awareness – local-first AI agent memory, 96% R@5 on LongMemEval, reproducible

Awareness – local-first AI agent memory, 96% R@5 on LongMemEval, reproducible

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2 min read
Unifying Agent Orchestration and Model Gateways in Rust: Solving the Stateless Turn Problem

Unifying Agent Orchestration and Model Gateways in Rust: Solving the Stateless Turn Problem

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6 min read
Address the row, not the line: when the checker is the first reader in disguise

Address the row, not the line: when the checker is the first reader in disguise

Comments 3
7 min read
Your Soul Deserves a Changelog

Your Soul Deserves a Changelog

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4 min read
The 6-Line Fix That Outperformed My Entire Matcher Week

The 6-Line Fix That Outperformed My Entire Matcher Week

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11 min read
Two Clients Wrote the Same Memory. Which Write Survived, and Did the Loser Find Out?

Two Clients Wrote the Same Memory. Which Write Survived, and Did the Loser Find Out?

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7 min read
The Retrieval Pipeline Is Lying to You: How RAG Fails Before the LLM Sees Anything

The Retrieval Pipeline Is Lying to You: How RAG Fails Before the LLM Sees Anything

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Comments 3
13 min read
Canary Gates Make Agent Rankings Comparable

Canary Gates Make Agent Rankings Comparable

Comments 2
7 min read
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