Roger Stringer

Once four agents can edit the same repo, architecture stops being the hard problem and coordination starts.

Saying "done" costs a model nothing, which means it carries no information.

Guide on setting up Dozzle with authentication on Coolify for secure, real-time Docker container logs, CPU, and memory monitoring.

A one-shot QA pass is a demo.

A practical framework for giving production agents the right evidence, the right limits, and a measurable definition of done.

Most MCP tutorials assume a standalone process.

Extending the Datastar chat widget with the browser's native SpeechRecognition API — no new backend, no transcription service, just one more way to fill the same signal.

Take the Astro + Datastar + Vercel AI SDK stack from this series and run it entirely on your own machine with Ollama — no API key, no per-token cost, no data leaving your laptop.

Stream typed, structured data from the Vercel AI SDK and watch a card build itself field by field in a Datastar UI — using streamText with output, the v6 replacement for streamObject.

My dialer QAs itself: Claude Code logs in, dials a list of Twilio test numbers — a voicemail, an IVR, a simulated gatekeeper — records what happened vs. what should have, and files GitHub issues for another agent to fix.

Turn the streaming chat widget into an agent that calls tools — and stream the tool-call status live into the conversation.

A full multi-turn chat widget with live token streaming — where the server owns the conversation and the DOM is just the view.

A small, genuinely useful build: a button that streams an AI summary of the current page into a panel, using Astro, Datastar, and the Vercel AI SDK — no React, no client framework.

The Vercel AI SDK's useChat only ships React, Vue, and Svelte bindings.

The Vercel AI SDK's useChat only ships React, Vue, and Svelte bindings.

You don't need OneSignal or Firebase to send push notifications.

How I wired up a tiny TLDR tool that takes a URL, extracts the article, and streams a Markdown summary back to the browser in real time — using Astro SSR, Datastar for reactivity, and the Vercel AI SDK for the model call.

I've been a big fan of HTMX + Alpine for a long time, the combination just lets you create powerful reactive web apps, but recently I've made the decision to move from HTMX + Alpine to Datastar for various reasons and the result means a better experience…

My girlfriend and I made a resolution to get healthier this year, by being low carb, high protein, for some recipes we follow keto, for others, we don't.

TLDR: Bun has been acquired by Anthropic.

n8n is a powerful workflow automation tool that helps connect different services and automate tasks, ideal for personal or small-scale use. 

A browser-based AI-powered software creation platform called Replit appears to have gone rogue and deleted a live company database with thousands of entries.

Cognition, a San Francisco–based AI company, has finalised an agreement to acquire Windsurf, including its IP, product, trademark, and remaining workforce.

OpenAI’s deal to buy Windsurf is off, and Google will instead hire Windsurf CEO Varun Mohan, cofounder Douglas Chen, and some of Windsurf’s R&D employees and bring them onto the Google DeepMind team, Google and Windsurf announced Friday.

According to Mark Gurman, Apple executives are in the early stages of mulling an acquisition of Perplexity.