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Automating development, deployment, and operational tasks.

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Meta's AI agent rewrote its own harness 100 times -- the loop that makes self-improving agents work

Meta's AI agent rewrote its own harness 100 times -- the loop that makes self-improving agents work

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4 min read
Stop Trusting Memory: Engineering Reliable Notion Backups That Just Work

Stop Trusting Memory: Engineering Reliable Notion Backups That Just Work

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4 min read
Automation is a trade-off

Atrophy of the maintainer's eye

Automation is a trade-off

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4 min read
Why Everyone's Talking About AI Agents (And Why You Should Be Too)

Why Everyone's Talking About AI Agents (And Why You Should Be Too)

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3 min read
You're Not Lazy Because of AI. You Were Already Lazy.

You're Not Lazy Because of AI. You Were Already Lazy.

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3 min read
Designing a Message Bus for AI Agents — Lightweight Communication for 20+ Autonomous Agents

Designing a Message Bus for AI Agents — Lightweight Communication for 20+ Autonomous Agents

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2 min read
How I Built a Real-Time Anomaly Detection Engine for Nextcloud

How I Built a Real-Time Anomaly Detection Engine for Nextcloud

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3 min read
WasteCheck : UK Waste Compliance Infrastructure for Developers

WasteCheck : UK Waste Compliance Infrastructure for Developers

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2 min read
I stopped building AI tools and started doing the tasks manually instead

I stopped building AI tools and started doing the tasks manually instead

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1 min read
Breaking Things and Building Better Tests: A Hackathon Snapshot

Breaking Things and Building Better Tests: A Hackathon Snapshot

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2 min read
How To Read Apple Mail Without AppleScript (It's 1000x Faster)

How To Read Apple Mail Without AppleScript (It's 1000x Faster)

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5 min read
Building a Real-Time Amazon Sales Tracker with Scraper API: Complete Python Guide

Building a Real-Time Amazon Sales Tracker with Scraper API: Complete Python Guide

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5 min read
How We Automated Invoice Follow-Ups for a Boutique Agency (Step by Step)

How We Automated Invoice Follow-Ups for a Boutique Agency (Step by Step)

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3 min read
I Tested My AI Pipeline 6 Times and Found 9 Bugs. The Model Caused Zero of Them.

I Tested My AI Pipeline 6 Times and Found 9 Bugs. The Model Caused Zero of Them.

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4 min read
OpenClaw v2026.3.28: Plugin Approvals, Grok Web Search, and ACP Channel Binds

OpenClaw v2026.3.28: Plugin Approvals, Grok Web Search, and ACP Channel Binds

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5 min read
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