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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
AI Coding Agents Search Like It's 2009. Provenant Cuts Tokens by 65x.

AI Coding Agents Search Like It's 2009. Provenant Cuts Tokens by 65x.

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6 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 Added a Live Dashboard to My LLM Proxy. Zero Instrumentation. Just a URL Change.

I Added a Live Dashboard to My LLM Proxy. Zero Instrumentation. Just a URL Change.

Comments 2
3 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
I gave my AI agent a 2MB PDF. Here's what happened to my token count.

I gave my AI agent a 2MB PDF. Here's what happened to my token count.

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5 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
I Built a Tool to Stop Guessing LLM API Costs. Here Is What I Learned.

I Built a Tool to Stop Guessing LLM API Costs. Here Is What I Learned.

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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
Improving AI with Situated Awareness and Practice Theory

Improving AI with Situated Awareness and Practice Theory

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4 min read
Morning notes: what I check before swapping LLM providers

Morning notes: what I check before swapping LLM providers

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1 min read
Why DDR5 Bandwidth Kills Dual-LLM Inference on APUs (Benchmarks Inside)

Why DDR5 Bandwidth Kills Dual-LLM Inference on APUs (Benchmarks Inside)

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7 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
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