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Why I'm Building an AI Layer on Top of Your CRM (Not a New One)

Why I'm Building an AI Layer on Top of Your CRM (Not a New One)

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4 min read
Small Model SWE‑bench: What Happens When You Push Tiny Models Into Full Task Pipelines

Small Model SWE‑bench: What Happens When You Push Tiny Models Into Full Task Pipelines

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2 min read
My Free-Server Loop for Reviewing AI Refactors (and the First Thing It Broke)

My Free-Server Loop for Reviewing AI Refactors (and the First Thing It Broke)

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4 min read
My Agent Answers From 0.6% of Its Corpus and Reports It Like a Full Read

My Agent Answers From 0.6% of Its Corpus and Reports It Like a Full Read

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5 min read
Build a Local RAG Chatbot for Trading Research Using Ollama + Termux (Zero API Cost)

Build a Local RAG Chatbot for Trading Research Using Ollama + Termux (Zero API Cost)

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6 min read
I Stopped Running Playwright in Cron and Built a Screenshot Archive Instead

I Stopped Running Playwright in Cron and Built a Screenshot Archive Instead

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6 min read
Why Corrupted Training Data Doesn't Show Up as High Loss

Why Corrupted Training Data Doesn't Show Up as High Loss

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4 min read
Your TTS Model Sounds Great — Until It Says "GPUB"

Your TTS Model Sounds Great — Until It Says "GPUB"

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4 min read
Building a Verified AI Tutor: How I Built UniUI with 50+ Academic Engines and Socratic Reasoning

Building a Verified AI Tutor: How I Built UniUI with 50+ Academic Engines and Socratic Reasoning

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10 min read
Your coding agent shouldn't run pytest

Your coding agent shouldn't run pytest

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4 min read
The Same Bug, Four Times, Three of Them Mine

The Same Bug, Four Times, Three of Them Mine

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4 min read
My scheduled task reported "success" every 5 minutes for 3 weeks. The process inside it had been crashing the whole time.

Comments reveal multiple ways monitoring can lie

My scheduled task reported "success" every 5 minutes for 3 weeks. The process inside it had been crashing the whole time.

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3 min read
A Hundred Per Cent Success Rate and One Usable Answer

A Hundred Per Cent Success Rate and One Usable Answer

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6 min read
The 6.2-Second Silence: Smashing a 'Silent Handoff' Bug in Real-Time Voice AI

Summer Bug Smash: Smash Stories 🐛🛹

The 6.2-Second Silence: Smashing a 'Silent Handoff' Bug in Real-Time Voice AI

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6 min read
How I Built a Zero-Trust Docker Sandbox for AI Coding Agents & Untrusted Repos

How I Built a Zero-Trust Docker Sandbox for AI Coding Agents & Untrusted Repos

Comments 2
3 min read
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