Steve King explains why Tempest feels so nice for API work: typed request objects, declarative validation, route discovery, and a low-ceremony action flow. It is a good look at how the framework removes boilerplate without giving up clarity. Read more
Uber Caps Usage of AI Tools Like Claude Code to Manage Costs I wrote the other day about Uber blowing its 2026 AI budget in four months, and how that wasn't particularly surprising given they would have set that budget in 2025, before anyone could have predicted how popular token-burning coding agents were about to become. Natalie Lung for Bloomberg: The rideshare giant is limiting all employees to $1,500 in monthly token spending per AI coding tool, an Uber spokesperson said in response to a…
The schedule for SymfonyOnline June 2026 is fully live! Tune in online on June 11 and 12, 2026, for two tracks of intense learning. 🎤 Speaker announcement! Don't miss Imad Zairig, Tech Lead, Tousfacteurs and his session "From Web to Mobile with Symfony…
As syntax becomes cheap and abundant, architectural control becomes the scarce resource. Effective governance starts upstream, where intent, constraints, and threat models shape the agent’s working context before generation begins. The goal isn’t better prompting but build-time boundaries that prevent structurally invalid code from entering the system. The Frankenstein factories The dark factories (as Dan […]
A newly released federal audit now documents NIST’s long-running NVD backlog, with findings that are hard to square with two years of public assurances that the database was being brought back under control. The U.S. Department of Commerce Office of Inspector General found that NIST had no strategic plan for the National Vulnerability Database, set a public deadline it did not have the capacity to meet, delayed use of CISA enrichment data, and spent taxpayer funds on duplicated vulnerability…
How does a closed-loop coding agent verify a side effect it can't cheaply or totally observe? By checking the effect's description against a fixed contract, not the effect itself.
Microsoft announced two new text LLMs this morning - MAI-Thinking-1 (reasoning, 1T parameters, 35B active, available to "select early partners") and MAI-Code-1-Flash (137B Parameters, 5B active, "purpose-built for GitHub Copilot and VS Code to deliver high performance and lower cost [...] rolling out to GitHub Copilot individual users in Visual Studio Code"). I've not been able to try either of them just yet. It's very interesting to see Microsoft releasing models with such low parameter…
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Release: datasette-agent-micropython 0.1a0 I want Datasette Agent to be able to generate and execute Python code safely. This alpha is looking promising so far. GPT-5.5 has so far failed to break out of the sandbox! Tags: python, sandboxing, datasette, webassembly, datasette-agent
Release: micropython-wasm 0.1a1 Fixes for some limitations that emerged while I was trying to use this to build datasette-agent-micropython. Tags: python, sandboxing, webassembly
California Brown Pelican, in Fort Mason, CA, USI'm at the Microsoft Build conference today, held at Fort Mason in San Francisco. There are California Brown Pelicans diving into the water directly behind venue! Tags: microsoft, ai, generative-ai, llms, llm-release
Before the main conference kicks off, SymfonyOnline June 2026 offers 2 full days of hands-on workshops to help you sharpen your skills and dive deeper into the Symfony ecosystem. 📅 June 09–10, 2026 🌐 From wherever you want Workshop details 💻 Symfony…
Rate Limiting Controllers with the #[RateLimit] Attribute Contributed by Ayyoub AFW-ALLAH in…
Daniel Petrica tells the story of how an unpatched Livewire vulnerability on a forgotten side project exposed Mailcoach API keys and led to 50,000 spam emails being sent. It is a useful reminder to keep dormant apps updated, and a good real-world example of how Docker can limit the blast radius when something goes wrong. Read more
Upgrade your skills from home! SymfonyOnline June 2026 brings 15 high-level technical sessions online on June 11-12, 2026. 🎤 Speaker announcement! Jérôme Tamarelle, MongoDB PHP ecosystem maintainer, MongoDB will share critical security insights in:…
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