I built the world's fastest AI gateway in Rust
TL;DR I built Antirion , an open-source (Apache-2.0) AI gateway written in Rust: one binary between your apps and LLM providers, with routing, fallb…
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Build a 10-Case Eval Set for Your AI Agent and Run It on Every Change
Your agent worked in the demo. Then you tweaked the system prompt, swapped the model, or renamed a tool argument, and now you're not sure whether it…
Mycelium was not a metaphor we chose
We named a project after fungal networks and I assumed it was branding. Nature words test well. Mycelium, rhizome, garden — the vocabulary of startu…
Hermes Agent v0.22.0 The Threshold Release คืออะไร? รุ่นใหญ่ที่สุดของ AI agent ที่โค้ดหดลง 34%
Hermes Agent v0.22.0 The Threshold Release คืออะไร? รุ่นใหญ่ที่สุดของ AI agent ที่โค้ดหดลง 34% โดย Nokka (นก-กา) | 17 ตุลาคม 2026 บทความนี้เขียนโดย…
What is an AI agent harness?
By Harshith Vaddiparthy. Originally published in my AI agent harness guide . An AI agent harness is the software around a model that lets it do work…
Write your agent as functions first, add a framework later
Plenty of agent tutorials open with a framework import. I'd start with ordinary functions that call a model, return structured data, and invoke tool…
One Article, Three Depths: What If We Found a Common Language for the Internet?
How to write for curious beginners, busy readers, and developers who want to see the actual code, without turning one article into three different a…
When AI Starts Spending Our Money, How Do We Solve the Trust Problem?
In early 2026, daily active AI agents on-chain reached 250,000, up more than 400% year over year. These agents are no longer just chatbots. They are…
The Open Letter on AI and Cybersecurity and the Evidence for Agent Containment
The Open Letter on AI and Cybersecurity and the Evidence for Agent Containment Incidents, evaluation limits and oversight proposals connecting compu…
An agent timeout is not a cancelled action: building Mothership
An agent asks to save a report. The request needs your approval. You step away, the client times out, and the server restarts. When you return, shou…
Context Assembly for Multi-Tenant Agent Memory: Budgets, Selection, and Tool Calls with MCP
Context assembly builds the agent's prompt from memory under versioned rules, and it records every rendered memory the model saw. Companion notebook…
AI Agents Are Arriving Faster Than Operating Models
Organizations can deploy agent capability faster than they can make delegated work accountable. AI agents are entering organizations as technology,…
AlphaCode: Open-source Rust AI coding agent that edits files, runs tests, automates Firefox & desktop apps
AlphaCode is an open-source AI coding agent written in Rust that works directly in your development environment: it can inspect a repository, plan a…
AI Engineering Is Easy. So How Do We Change How We Work?
In Part 1 , I wrote about the uncomfortable part of AI-assisted engineering: the tools are becoming remarkably good at producing things, while the h…
Mutation Testing with TypeScript: How to Verify Your Tests in the Age of AI Coding Agents
Your tests pass. But would they catch a bug? Imagine asking an AI coding agent to implement a feature. A few minutes later, it has generated the imp…
GitHub push protection for Anthropic keys: check repo coverage
When an AI coding agent commits a generated configuration file, an API key can end up in Git before anyone notices. GitHub’s new Anthropic detectors…
Your AI Coding Agents Are Filling Up Your Disk. Here’s How to Clean Up Safely
agent-janitor scans agent data across tools, shows what it finds, and archives eligible files before removing them. If you use AI coding agents regu…
Your Agent Hit the Real Web. Build a Tiny Side-Effect Confirm Gate in TypeScript.
Your agent can fetch a page. It can also submit a form. Those are not the same permission. On October 9, 2026 , Anthropic published Investigating un…
How to use Cognee with Hermes
TL;DR - Hermes ships with built-in memory, but it forgets the shape of things - how facts connect, not just the facts themselves. Cognee doesn't. Fo…
Why I Stopped Predefining Agent Roles — and Built a Runtime That Grows Its Own Team
Most multi-agent frameworks ask you to design the team before you know the task. You define roles (researcher, writer, reviewer), wire up a workflow…
Code Is the New Assembly. Stop Reviewing It.
Code Is the New Assembly. Stop Reviewing It. Gergely Orosz, the voice behind The Pragmatic Engineer with over a million subscribers, recently posted…
I stopped answering "shall I proceed?" in the terminal
Here is a moment I had several times a day for most of this year. Claude Code works for twenty minutes on a pull request review. It reads forty file…
AI Agents for Automated Test Generation and Execution
Spending cycles manually writing tests, or constantly updating brittle automation, can feel like a Sisyphean task. We know comprehensive testing is…
Ten things that go wrong when you build with a team of AI agents (part 1)
Recently I wrote about how I build a product alone with a team of seven Claude Code agents . One piece of feedback on it stuck with me: the parts wh…
I Built an Open-Source Tool to Break AI Agents Before Attackers Do
Your AI agent passed every test. Great. Now try attacking it. What happens when a malicious document tells your agent to ignore its instructions? Wh…
Sharing agent memory across machines without a server (or merge conflicts)
We run coding agents on more than one machine — a workstation, a laptop, a small server — and they kept forgetting things when we switched hosts. Ch…
Your AI Dashboard Is Green. Your Delivery Isn't.
A diagnostic companion to DORA and DX metrics for SDMs and Directors Faros AI looked at telemetry from about 10,000 developers and found that teams…
195 repos, one map: the meta-repo, and why your AI agents need it
A client asked a simple question this week: “Can the agent see the whole platform?” The platform is roughly 195 git repositories. Frontends, service…
From T-Shirt Sizes to Token Quotes?
I'll start with my position, because the rest of the article depends on it. I'm against estimation. I have been for a long time. My team has already…
How to implement context decay so an AI agent forgets stale or incorrect instructions over time?
A year into a project, one agent's memory holds three instructions that should no longer win. It says to install packages with npm, and since June i…