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May The Source Be With You! Articles about Open Source and Free Software as a philosophy, and its application to software development and project management.

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My coding agent almost wiped my git repo. Here's what I built to stop it.

My coding agent almost wiped my git repo. Here's what I built to stop it.

BERJAYA 3
Comments 2
5 min read
What 27 merged PRs taught me about testing a Rust rewrite as a black box

What 27 merged PRs taught me about testing a Rust rewrite as a black box

BERJAYA 1
Comments 1
3 min read
dature: type-safe configuration through plain dataclasses

dature: type-safe configuration through plain dataclasses

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16 min read
Context economics — the 99.2 %

Context economics — the 99.2 %

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6 min read
The $6.3B hack was not a code bug

The $6.3B hack was not a code bug

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9 min read
斯坦福 CS146S:AI 原生软件工程该教什么

斯坦福 CS146S:AI 原生软件工程该教什么

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1 min read
My AI coding agents kept forgetting why they did things — so I built them a shared memory

My AI coding agents kept forgetting why they did things — so I built them a shared memory

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3 min read
One split said 70%. Five folds said 57%.

One split said 70%. Five folds said 57%.

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4 min read
Chat memory that compacts by turns, so your agent never loses half a tool call

Chat memory that compacts by turns, so your agent never loses half a tool call

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6 min read
I built a canvas for working with AI coding agents

I built a canvas for working with AI coding agents

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1 min read
Cache the Calls, Not the Prompts: A Replay Layer for Free-Tier Loops

Cache the Calls, Not the Prompts: A Replay Layer for Free-Tier Loops

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4 min read
Six of Your Forty Tasks Should Never Have Been Scored: A Task-Admission Gate for Agent Benchmarks

Six of Your Forty Tasks Should Never Have Been Scored: A Task-Admission Gate for Agent Benchmarks

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7 min read
A Patch Provenance Ledger: Make AI-Assisted OSS Patches Auditable in 60 Seconds

A Patch Provenance Ledger: Make AI-Assisted OSS Patches Auditable in 60 Seconds

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5 min read
Prove the Workspace Before the Free Server Runs Anything

Prove the Workspace Before the Free Server Runs Anything

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3 min read
I stopped letting my coding agent draw diagrams

I stopped letting my coding agent draw diagrams

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3 min read
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