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I wrote a system that remembers 1,390 things my AI assistants told me — using symlinks, no cloud

I wrote a system that remembers 1,390 things my AI assistants told me — using symlinks, no cloud

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3 min read
I ran someone else's vibe-coded app through four AIs at once. Here's what they found in an hour

I ran someone else's vibe-coded app through four AIs at once. Here's what they found in an hour

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4 min read
How to fold a Merkle path yourself, and why the root can't come from the proof file

How to fold a Merkle path yourself, and why the root can't come from the proof file

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6 min read
Schema Drift Is the Real Agent Bug: A Free-Model Contract Test

Schema Drift Is the Real Agent Bug: A Free-Model Contract Test

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4 min read
Translating 300-Page Books with Claude: How We Handle Token Limits Without Losing Context

Translating 300-Page Books with Claude: How We Handle Token Limits Without Losing Context

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6 min read
Build a Tiny Semantic Search Engine in Python

Build a Tiny Semantic Search Engine in Python

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4 min read
Why Data Reconciliation Matters in AWS Glue: Finding Missing Records with Anti Joins

Why Data Reconciliation Matters in AWS Glue: Finding Missing Records with Anti Joins

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4 min read
Building a Student Marks Dashboard: From Data to Live Web App

Building a Student Marks Dashboard: From Data to Live Web App

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5 min read
I Asked a Free Model the Same Question for 48 Hours. The Drift Was the Signal.

I Asked a Free Model the Same Question for 48 Hours. The Drift Was the Signal.

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4 min read
I gave a 9B model veto power over my AI agent

I gave a 9B model veto power over my AI agent

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4 min read
The Golden-File Refactor Loop: Record, Verify, Move, Commit

The Golden-File Refactor Loop: Record, Verify, Move, Commit

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5 min read
What Can NSL Actually Do? — A Look at Nova Signal Language

What Can NSL Actually Do? — A Look at Nova Signal Language

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11 min read
Building StudyBuddy AI for My College Friend: Turning Dense Notes into Interactive Quizzes with Open-Source AI

Hacktoberfest: Maintainer Spotlight

Building StudyBuddy AI for My College Friend: Turning Dense Notes into Interactive Quizzes with Open-Source AI

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2 min read
My LLM Trading Bots Beat the Benchmark. The Rules I Wrote Beforehand Say It Doesn't Count.

My LLM Trading Bots Beat the Benchmark. The Rules I Wrote Beforehand Say It Doesn't Count.

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5 min read
My agent made 40 decisions today and wrote down zero. So I built dlog.

My agent made 40 decisions today and wrote down zero. So I built dlog.

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2 min read
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