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Token-Oriented Object Notation (TOON) For PHP Developers
Programmation Web

Token-Oriented Object Notation (TOON) For PHP Developers

See the video version at https://youtu.be/Nk9ayWxkJ1M It’s an unfortunate piece of our current developer reality that a lot of our day is spent worrying about how many tokens we’re spending. Every time you send structured data to an LLM API, you’re paying for tokens. And if you’re sending arrays of similar objects as JSON, you’re […] The post Token-Oriented Object Notation (TOON) For PHP Developers appeared first on PHP Architect.

PHP Architect
Vibe coding and agentic engineering are getting closer than I'd like
IA Programmation

Vibe coding and agentic engineering are getting closer than I'd like

I recently talked with Joseph Ruscio about AI coding tools for Heavybit's High Leverage podcast: Ep. #9, The AI Coding Paradigm Shift with Simon Willison. Here are some of my highlights, including my disturbing realization that vibe coding and agentic engineering have started to converge in my own work. One thing I really enjoy about podcasts is that they sometimes push me to think out loud in a way that exposes an idea I've not previously been able to put into words. Vibe coding and agentic…

Simon Willison's Weblog
Eating My Own Dog Food: How I Used the Framework to Write the Post About the Framework
IA

Eating My Own Dog Food: How I Used the Framework to Write the Post About the Framework

In “Don’t Automate Your Moat,” I argue that engineering organizations should match AI autonomy to two independent dimensions: business risk and competitive differentiation. I used AI Gateway cost controls as a worked example throughout the piece because a single feature touches all four quadrants depending on which piece you’re building. A piece making that argument […]

O'Reilly Radar — AI/ML
datasette-referrer-policy 0.1
IA Programmation

datasette-referrer-policy 0.1

Release: datasette-referrer-policy 0.1 The OpenStreetMap tiles on the Datasette global-power-plants demo weren't displaying correctly. This turned out to be caused by two bugs. The first is that the CAPTCHA I added to that site a few weeks ago was triggering for the .json fetch requests used by the map plugin, and since those weren't HTML the user was not being asked to solve them. Here's the fix. The second was that OpenStreetMap quite reasonably block tile requests from sites that use a…

Simon Willison's Weblog
Our AI started a cafe in Stockholm
IA Programmation

Our AI started a cafe in Stockholm

Our AI started a cafe in Stockholm Andon Labs previously started an AI-run retail store in San Francisco. Now they're running a similar experiment in Stockholm, Sweden, only this time it's a cafe. These experiments are interesting, and often throw out amusing anecdotes: During the first week of inventory, Mona ordered 120 eggs even though the café has no stove. When the staff told her they couldn’t cook them, she suggested using the high-speed oven, until they pointed out the eggs would likely…

Simon Willison's Weblog
Mercure 0.23.5: Helm chart hardening
Programmation Web

Mercure 0.23.5: Helm chart hardening

Mercure v0.23.5 just landed, and the dominant theme is the Helm chart. If you run hubs on Kubernetes, especially in HA or multi-tenant mode, this release tightens defaults and adds the kind of policy templates that previously required forking the chart or templating policies outside it. The story behind the release: we audited a production... Mercure 0.23.5: Helm chart hardening first appeared on Kévin Dunglas.

Kévin Dunglas
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