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A 16-second clock drift falsely tripped my trading bot's kill switch. A postmortem.

A 16-second clock drift falsely tripped my trading bot's kill switch. A postmortem.

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4 min read
Fail Closed on Side Effects: A Blast-Radius Gate for Agent Patches

Fail Closed on Side Effects: A Blast-Radius Gate for Agent Patches

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7 min read
I built an open-source tool to turn your random home GPUs & Ollama into an OpenAI-compatible cloud (no port forwarding)

I built an open-source tool to turn your random home GPUs & Ollama into an OpenAI-compatible cloud (no port forwarding)

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1 min read
Automating LLM Answer Evaluation with a Small Python Scoring Script

Automating LLM Answer Evaluation with a Small Python Scoring Script

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3 min read
Three Questions I Ask Myself Before Adding a Dependency

Three Questions I Ask Myself Before Adding a Dependency

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3 min read
Same-Prompt Green Is Not a Gate: Five Eval Myths

Same-Prompt Green Is Not a Gate: Five Eval Myths

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6 min read
DepZero: Building a Zero-Dependency Dependency Intelligence Engine in 72 Hours

DepZero: Building a Zero-Dependency Dependency Intelligence Engine in 72 Hours

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13 min read
My AI Agent Was Serving Stale Data for 30 Days: A Silent Failure Rooted in State File Freshness

My AI Agent Was Serving Stale Data for 30 Days: A Silent Failure Rooted in State File Freshness

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4 min read
New advancements in Generative AI

New advancements in Generative AI

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4 min read
Server-Rendered Login Sessions: Creation, Verification, Refresh, Logout, and Phone Recovery

Server-Rendered Login Sessions: Creation, Verification, Refresh, Logout, and Phone Recovery

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6 min read
credits_remaining -= 1 is a race condition

credits_remaining -= 1 is a race condition

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5 min read
How We Built a Zero-Cost Unchanged Run SEC Enforcement API

How We Built a Zero-Cost Unchanged Run SEC Enforcement API

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3 min read
Scientific Market Analysis: Google Play Store App Performance

Scientific Market Analysis: Google Play Store App Performance

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2 min read
How I Built an Async FastAPI Microservice to Extract Tech Stacks, SEO & B2B Contacts in <1s

How I Built an Async FastAPI Microservice to Extract Tech Stacks, SEO & B2B Contacts in <1s

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2 min read
I pointed my website audit tool at its own website. It lied to me.

I pointed my website audit tool at its own website. It lied to me.

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3 min read
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