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The N+1 Query That Killed Our Database, And How I Fixed It

The N+1 Query That Killed Our Database, And How I Fixed It

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4 min read
I built a self-hosted AI workspace for macOS — meet Odysee

I built a self-hosted AI workspace for macOS — meet Odysee

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3 min read
Migrating Yearn Finance's Strategy Template from Brownie to ApeWorx Ape — A DeFi-Specific Case Study

Migrating Yearn Finance's Strategy Template from Brownie to ApeWorx Ape — A DeFi-Specific Case Study

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7 min read
I distilled a 7B vision model into a 2B one for screenshots — and the 7B teacher scored worse

Metric bias against descriptive thoroughness

I distilled a 7B vision model into a 2B one for screenshots — and the 7B teacher scored worse

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9 min read
I built a 57-line asyncpg wrapper because SQLAlchemy was driving me insane

I built a 57-line asyncpg wrapper because SQLAlchemy was driving me insane

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2 min read
3 MCP server failure modes that bit us in production, and how we ship around them

3 MCP server failure modes that bit us in production, and how we ship around them

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11 min read
Optimizing WebSocket Processing for High-Speed Market Data with Polymarket CLOB

Optimizing WebSocket Processing for High-Speed Market Data with Polymarket CLOB

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7 min read
Your Code Is Always Asking Questions — Here's the Rulebook It Uses

Your Code Is Always Asking Questions — Here's the Rulebook It Uses

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8 min read
Detecting fabricated tweet IDs from LLM agents: a snowflake-decode field guide

Detecting fabricated tweet IDs from LLM agents: a snowflake-decode field guide

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5 min read
NCT Depth Motif: Exploring Symbolic 3D Motifs for RGB-D Depth Maps

NCT Depth Motif: Exploring Symbolic 3D Motifs for RGB-D Depth Maps

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2 min read
Day 6: Give Your AI a Memory — Building Chatbots that Actually Remember 🧠

Day 6: Give Your AI a Memory — Building Chatbots that Actually Remember 🧠

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2 min read
Provider Drift: How Default Routing Inflates LLM Cost 3.9 — A Measurement

Provider Drift: How Default Routing Inflates LLM Cost 3.9 — A Measurement

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5 min read
How I built an invoice extraction API that works on any PDF layout

How I built an invoice extraction API that works on any PDF layout

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3 min read
Building a Data Drift Detection Framework in Python with Statistical Rigor

Building a Data Drift Detection Framework in Python with Statistical Rigor

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4 min read
You can’t test prompts like code - and it’s breaking real systems

You can’t test prompts like code - and it’s breaking real systems

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2 min read
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