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Agent Failure Classifier: Post-Hoc Root Cause Analysis for Failed LLM Agent Runs

Agent Failure Classifier: Post-Hoc Root Cause Analysis for Failed LLM Agent Runs

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7 min read
The Accordion Pattern: Why I stopped writing one fat LLM prompt

The Accordion Pattern: Why I stopped writing one fat LLM prompt

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4 min read
I Built a Multi-LLM Debate Engine That Fact-Checks Itself in Real Time

I Built a Multi-LLM Debate Engine That Fact-Checks Itself in Real Time

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7 min read
I built a Cyber-Cipher Text Decoder on Vibe Code Arena

I built a Cyber-Cipher Text Decoder on Vibe Code Arena

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4 min read
Shipping FreeSay to 2GB-RAM Phones: What We Cut, What We Kept

Shipping FreeSay to 2GB-RAM Phones: What We Cut, What We Kept

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2 min read
I got hit with a surprise AI bill, so I built TokenBar

I got hit with a surprise AI bill, so I built TokenBar

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4 min read
Coding Agents Are Breaking Containment

Coding Agents Are Breaking Containment

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3 min read
OpenAI Agents SDK Tutorial: Build Multi-Agent AI Systems in Python (2025)

OpenAI Agents SDK Tutorial: Build Multi-Agent AI Systems in Python (2025)

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9 min read
I Reverse Engineered Claude's UI Widget — And It Changed How I Think About Building LLM Apps

I Reverse Engineered Claude's UI Widget — And It Changed How I Think About Building LLM Apps

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4 min read
We built a P2P AI inference network that runs on Android phones — here's what we learned

We built a P2P AI inference network that runs on Android phones — here's what we learned

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4 min read
Null Bytes, Dead Streams, Last Chunk

Null Bytes, Dead Streams, Last Chunk

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3 min read
LLM-Native APIs: How the Runtime behind REST Changed Fundamentally in 2026

LLM-Native APIs: How the Runtime behind REST Changed Fundamentally in 2026

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9 min read
Brain-Inspired Decoupled LLM: Minimal MVP Launch | Fixing 4 Core Flaws: Bloat, Black Box, Amnesia, Hallucinations (LLM Thoughts IV)

Brain-Inspired Decoupled LLM: Minimal MVP Launch | Fixing 4 Core Flaws: Bloat, Black Box, Amnesia, Hallucinations (LLM Thoughts IV)

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6 min read
Trippy Balls

Trippy Balls

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1 min read
Every LLM Has a Superpower and a Blind Spot. I Built a Benchmark Around That Observation

Every LLM Has a Superpower and a Blind Spot. I Built a Benchmark Around That Observation

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6 min read
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