A Non-Exhaustive Inventory of exe's Software Factory
Blog post from exe.dev
The organization describes an internally built ecosystem of AI agents and tools that automate operational, engineering, and publishing tasks, including systematic security reviews focused on recent changes, alert investigations using logs, metrics, source code, and prior cases, and daily analysis of notable log trends. Other systems identify and propose fixes for flaky or slow CI tests, monitor deployments and rollouts against relevant code changes and system signals, provide an independently hosted status page, and send urgent phone alerts through PushOver rather than PagerDuty. Its blog has evolved from Git-based Markdown into a collaborative CMS with revision history, comments, embargoes, and AI-assisted importing, while UI tests can be expressed in natural-language descriptions that are converted into browser actions and potentially repaired by an LLM during CI. Reporter bots also summarize recent activity across commits and support threads, with the organization emphasizing isolation and restricted tool permissions to reduce risks from agents processing untrusted content alongside private data and external communications.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| LLM | 1 | 1,189 | 251 | 109 | -83% |
| Loop engineering | 1 | 9 | 6 | 6 | -94% |
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