Daily Reading List – July 1, 2026 (#816)

We’ve somehow got both tomorrow and Friday off for our Independence Day holiday. I’ll still probably do a reading list both days. I’m sure the anticipation will keep you up tonight.

[article] “Code should be regenerated, not maintained”: Codeplain makes the case for spec-driven development. I’d imagine that for most people, this approach breaks a lot of things. Which might not be a bad thing.

[article] Five tools to bolster your AI coding stack. Good list. Covers things like testing environments, validation tools, and security services.

[blog] Get started with the Claude apps gateway for Google Cloud. If you care about performance, you probably already point to Anthropic models hosted on Google Cloud. Now you can run their new apps gateway here too and get enterprise management.

[article] How top PMs increase their leverage with AI. This has a framework you might apply to a few different disciplines, not just PM.

[blog] Driving the Agent Quality Flywheel from Your Coding Agent. Build better agents by running better evals. Here’s a skill you can install that gets you further along.

[blog] GenPage: Towards End-to-End Generative Homepage Construction at Netflix. Cool details from Netflix on their generative UIs, with fine-tuned models underneath.

[article] .NET’s long-term support is not long-term enough, dev complains. I’m sure it’s tough to keep up with nonstop language updates. I’d be surprised if the answer will be “support for longer” or “slow down.” Related.

[blog] AI shouldn’t shrink headcount. It should shrink teams. There are downstream implications of the “smaller, faster teams” push. Doesn’t mean you shouldn’t do it, but be prepared.

[blog] Gemini Spark updates: macOS launch, connected apps and more. Personal agents are here for everyone. It’ll take time to figure out what to do with them!

[blog] Hugging Face and Cerebras bring Gemma 4 to real-time voice AI. Cool demo from the team at Hugging Face.

[blog] Faster Gemma 4 on MLX with multi-token prediction. Another Gemma-related item from the community, this time from Ollama.

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