Daily Reading List – July 15, 2026 (#825)

Our Google Developer Expert community is pretty remarkable. 8% of them are in India, and I got to spend all day today with them. And, I also snuck in some experimentation with agent skills.

[article] The AI Didn’t Fail. The Deployment Did. That AI-powered café almost went bankrupt. Was it because the model went crazy? No. Casey shows that the AI didn’t have the context, guardrails, and memory that a competent builder would include.

[blog] Building Service Topology at Scale: Architecture, Challenges, and Lessons Learned. Do you have an accurate topology of the dependencies between your systems? Few do. Here’s how Netflix built a streaming system to try and solve it.

[article] DeepMind CEO calls for an independent standards body to regulate frontier AI. Important proposal that seems to have universal support among AI leaders.

[blog] Control the ideas, not the code. You’ve got a limited number of usable hours in the day. Salvatore has a post worth reading and contemplating.

[blog] You Just Hired a Million Bad Employees. There are like six hot takes in this post. Are humans now cheaper than software? This seems to assume that token costs will remain flat. But there’s an important point here about wasted cycles.

[article] Google rolls out sovereign AI stack for India’s regulator sectors. I didn’t completely embarrass myself in this interview.

[blog] “We Are 90% Done” Is the Most Expensive Sentence in Software Delivery. That last 10% seems to take most of the time. A lot of work hides in there, as called out in this post.

[article] The real AI race may no longer be at the frontier. We’ll see. Open models are rightfully having a big moment right now. That won’t go away.

[blog] Systems Engineering Playbook: Optimizing Qwen 3.5-397B MoE on Ironwood (TPU7x). Speaking of open models, here’s how we optimized one through some creative techniques.

[article] Google’s Genkit Ships Agents API with Detached Turns and Human-in-the-Loop for TypeScript and Go. Great InfoQ writeup about this unique SDK for adding agent capabilities to your full-stack apps.

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