Blog
Insights, updates and articles on AI agent orchestration — from practical guides to deep dives on building with HelixML.
Modelling the AI-Augmented Organisation
May 26, 2026Swarms of agents is the wrong mental model. Reuse the org-chart and model AI as colleagues with roles, responsibilities, and a human accountable at the top.
Read more →Four Lessons from Building an Agentic Workforce
May 15, 2026Notes from wiring up agents with personalities to streams of information: cascading self-activations, models that won't shut up, emergent enterprise politics, and agents that forget they aren't human.
Read more →Working with the Garage Door Up, Without a Door
May 7, 2026Why every design doc we write goes straight to a public Git branch, and what we've learned by leaving the door off.
Read more →Chunking Beats Slicing: What SWE-Bench Taught Me About Code Intelligence
Mar 17, 2026I benchmarked two approaches to code indexing. The smarter one lost.
Read more →76ms writes on an NVMe: how ZFS dedup ate my agent infrastructure alive
Mar 16, 2026ZFS dedup was causing 4-6x write amplification and 76ms latency spikes on our agent infrastructure. The fix was a ZFS feature from 2005.
Read more →Adding support for Gemini thought signatures
Mar 7, 2026Gemini 3 and 2.5 models require thought signatures for multi-turn tool calling. Here's what they are, why they break OpenAI-compatible proxies, and how we fixed it in Helix with a global signature cache.
Read more →The $175K Server That Replaces Your Cloud AI Bill
Mar 5, 2026We're shipping a 4U rack server with 8× RTX 6000 Pro GPUs, 768 GB VRAM, and Helix preloaded. The maths works — and sovereignty matters more than cost.
Read more →Trump Can Read Your Email — and Your AI Agent Logs: The Case for Digital Sovereignty
Mar 5, 2026I was on a video call with Dubai while missiles were being intercepted overhead. The next day I watched Trump threaten the UK prime minister on live television. It connected some dots about AI infrastructure.
Read more →Introducing the Helix Blog
Feb 25, 2026Welcome to the Helix blog — your source for insights, tutorials, and updates on AI agent orchestration with HelixML.
Read more →