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Engineering notes on giving AI coding agents grounded project memory: investigation context across code, logs, queues, metrics, evidence, and ownership.
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Horus now remembers the incident you already solved
Horus v0.24.3 finds the related past incident far more often at the start of an investigation, flags past incidents in the code a change touches, and ships IncidentBench, an open benchmark for incident recall.
October 25, 2026The Horus team6 min read - Read post
Horus is now a single native binary
Horus v0.24 is a command-for-command Rust port of the CLI: the same commands, flags and reports, a 5 ms cold start, and a fraction of the memory. Here is how we measured it.
October 22, 2026The Horus team6 min read - Read post
Your next incident should not start from zero
Save the investigation, record what you verified, and carry that context into the next incident. A practical update on project memory in Horus.
October 20, 2026The Horus team3 min read - Read post
Eight new connectors. One investigation.
Cloud logs, metrics, queues and database state now come together in Horus v0.23.0. More of the evidence you already have, in the investigation you are already running.
September 28, 2026The Horus team3 min read - Read post
Introducing Horus Lens: bug reports with the evidence attached
Horus Lens is an in-page bug-reporting and error-capture tool for web apps. Reports arrive with the screenshot, session replay, console, network, and source-mapped errors already attached — then Horus Cloud groups repeats, routes the first to your tracker, and notifies Slack.
July 8, 2026The Horus team6 min read - Read post
Root cause analysis should say "I don't know" more often
The most useful debugging tools do not just produce confident answers. They show the evidence, cap confidence when the signal is weak, and make uncertainty visible.
July 1, 2026The Horus team5 min read - Read post
AI coding agents don't need more tools. They need grounded project memory.
More MCP servers and APIs give agents access, not understanding. The real unlock is grounded project memory — a persistent, evidence-backed model of how your system actually behaves.
June 27, 2026The Horus team3 min read