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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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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