Hi HN,Rouler is "rules for your routes". It allows you to steer network traffic across multiple network interfaces on Windows. For example:- Run Tailscale, Mullvad and OpenVPN official clients simultaneously.- Use Rouler to send Slack via t...
Hi All,Agent-Zero is a GitHub template that you can use for new coding projects that use AI-first development workflows. It includes the minimum necessary to nudge agents to write good code, work well in sandboxes, and get stuff done on GitHub (e.g....
With AI agents, you can automate medical coding while keeping the workflow deterministic, auditable, and subject to human approval. The key is division of labor: the workflow engine owns sequencing and approval gates, while agents reason within indiv...
I'm happy to announce the release of the web-based Pipe IDE, availablle by clicking button "Try Pipe IDE" on website.Pipe IDE requires no account - all data is stored locally in your browser's database, keeping friction to a minim...
I maintain the architecture decision record repository and today I'm launching many links for many languages:https://github.com/architecture-decision-record/architecture-decision-recordI get a lot of people requesting transla...
Backpressure in AI streaming can build anywhere from inference to the client, but delivery is where handling it can change the response itself. The three usual approaches there (buffering, batching, and rewriting a stored record) can change how the r...
I spoke about Ably's approach to resilience at the AWS Cloud Resilience Roadshow in Dublin on 22 September 2026, and the questions afterwards covered CDNs, regional failover, outages, message ordering, and capacity. They got me reflecting on which pa...
Generative Recommenders (GenRecs) represent a paradigm shift from scoring every ad to reasoning about ad content and user preferences together in order to predict the best outcome for advertisers. Leveraging the world knowledge built into LLMs makes...
Sometimes, giving an AI agent all of the knowledge it needs is the wrong approach. At Meta, we’ve seen notable improvements in efficiency and accuracy by keeping the orchestration layer of our data pipeline agents deliberately thin: It routes w...
With the recent release of the Muse family of foundational models, we want to take you inside the infrastructure that has made it all possible.The first phase of Prometheus, our gigawatt-scale supercluster, is already complete and we’re working towar...
Shipped Beeline today. It's a team chat for humans and agents - a kind of multiplayer harness. You can bring your codex, Claude code, opencode subscriptions and also works with pi and goose. We built beeline itself with early versions of beelin...
Gondwana is a 2D/2.5D game engine for C#/.NET 8 that I’ve been building over the past 16 months, using SkiaSharp for rendering. I've spent my career creating web and distributed apps and that has influenced the engine's developmen...
Prasanna Vijayanathan, Renzo Sanchez-SilvaWhen Jake Paul and Mike Tyson stepped into the ring in November 2024, we delivered the fight to roughly 65 million concurrent streams. On an ordinary day our infrastructure takes in more than 2 billion reques...
I'm asking this because I'm seeing some frustrating patterns and if I may be bold, I think my answer is the correct one.Here's one I'm seeing: its the SDLC agent pattern and I think its wrong.Step 1: you have good AGENTS.md docume...
Meta’s newest app,Forum, is for anyone who wants to go deeper into the conversations in their Facebook groups.To build Forum, Meta engineers adopted a whole new way of working by bringing an AI agent into the development cycle.We’re shari...
Every four years, the World Cup becomes the largest planned stress test of our infrastructure. This year it also set an all-time record!There are a few moments throughout the year, like New Years Eve, that really let us see the collective impact of e...
Stof is an open-source runtime for logic you don't own or fully trust.Imagine a JSON document with functions inside, scoped to just the document that contains them. Stof instantiates this doc as a small wasm env, and makes these functions safe t...
I'm a technologist with 25+ years of hands-on experience across all IT roles and hundreds of technologies. I've done it all: from startups to Fortune 500s, from desktop applications to global distributed systems to AI dark factory harnesses...
Been recently thinking about this more and more: When the need for a human in the design loop ceases?Given that LLMs are RL'd to the max with everything that can be given a wrong/right answer (code/maths), what currently is stopping An...
Ke Mao, Mark Harman, and Yue Jia have been recognized with the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) 2026Most Influential Paper Award for their 2016 research, “Sapienz: multi-objective automated testing for Andr...