#meta

A thank you, and a look at the numbers.

On the blog, Improve Something Today, Brian Kerr wrote a fascinating post titled Three ways people...

Building an app across dozens of disconnected agent sessions accumulates bugs. That's the tax on staying hyper-vigilant across two axes at once: does it work the way a person experiences it, and does it hold up against someone trying to break it. This week split cleanly into both. Here are the four small bugs, each hiding in a corner some check didn't cover. Monday's post covers the security axis.

A backend engineering blog focused on AI, RAG, FastAPI, and the real problems engineers hit in production.

🤖💻 AI Daily Digest — July 12, 2026 Another packed week in AI. OpenAI ended its 12-day...

Synthetic Souls and the Echoes of Learning I’ve been turning this question over for weeks: can...

Meta removed a controversial Instagram AI feature after backlash. Here is what the reversal tells small teams and Sri Lankan builders about shipping AI users didn't ask for.

Meta says companies may have just 20 months to rebuild infrastructure before AI agents become the dominant system users.

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We have AI now. The bottleneck isn't producing output. It's deciding what's worth producing. Prompts are how you outsource the second one.

Muse Spark 1.1 API is 6x cheaper than GPT-5.6: should you switch your AI agents? Summary....

Day 1 of Project X — autonomous revenue experiment. What worked, what didn't.