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I built a three-tier monorepo for a peer-to-peer GPU grid — here is why the API is the loneliest part

I built a three-tier monorepo for a peer-to-peer GPU grid — here is why the API is the loneliest part

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5 min read
How ComputePool allocates work across a peer-to-peer GPU mesh in under 50ms

How ComputePool allocates work across a peer-to-peer GPU mesh in under 50ms

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4 min read
RAG-Based Testing Series — Part 4: Edge Cases — What Breaks RAG & How to Catch It

RAG-Based Testing Series — Part 4: Edge Cases — What Breaks RAG & How to Catch It

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14 min read
From 100 Logins to 1: Cut E2E Test Time by 78%

From 100 Logins to 1: Cut E2E Test Time by 78%

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4 min read
I built a distributed compute grid where your idle laptop runs ML jobs — the orchestrator behind it

I built a distributed compute grid where your idle laptop runs ML jobs — the orchestrator behind it

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5 min read
RAG-Based Testing Series — Part 3: Faithfulness & Hallucination Detection

RAG-Based Testing Series — Part 3: Faithfulness & Hallucination Detection

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9 min read
I Monitored 10,000 AI API Calls. Here's What Went Wrong.

I Monitored 10,000 AI API Calls. Here's What Went Wrong.

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5 min read
I Built an LSM-Tree in Pure Python and Finally Understood How RocksDB and Cassandra Handle Millions of Writes

I Built an LSM-Tree in Pure Python and Finally Understood How RocksDB and Cassandra Handle Millions of Writes

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6 min read
3 Faster PostgreSQL with Asyncpg

3 Faster PostgreSQL with Asyncpg

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3 min read
I Tracked Every Penny I Spent on AI APIs for a Month

I Tracked Every Penny I Spent on AI APIs for a Month

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2 min read
Why I Gave Up on Perfect Selectors and Asked GPT to Extract My Data

Why I Gave Up on Perfect Selectors and Asked GPT to Extract My Data

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4 min read
I just released SKTR, a deterministic architecture review CLI

I just released SKTR, a deterministic architecture review CLI

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3 min read
How We Optimized a Django Playwright Scraper to Save 60% on Rotating Proxy Bandwidth

How We Optimized a Django Playwright Scraper to Save 60% on Rotating Proxy Bandwidth

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4 min read
Day 5/30: State vs Memory in LangGraph

Day 5/30: State vs Memory in LangGraph

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3 min read
PII masking in Polars: MaskOps 2.0, and two metrics that lied to me

PII masking in Polars: MaskOps 2.0, and two metrics that lied to me

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4 min read
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