Every function of running production. Handled by agents.
Praxen Inc. does the work of running production: it finds what breaks and fixes it.
Add trigram index for order search - Praxen Inc. production impact failing
- orders write lock while the index builds
- CREATE INDEX CONCURRENTLY the fix
Impact analysis
- Every pull request analysed against live production
- A comment that explains the risk, shows the evidence and suggests the fix
- A check you can make required, so the risky merge is blocked
- context graph every provider, one graph
DevOps
- Every resource across your providers in one live graph
- Every change on the record, with when it landed and what it touched
- Queues, crons, and workers watched like user-facing services
- Alert received Datadog
- Triaged as an incident cause found
- Pull request opened fix ready
AI SRE
- Learns your system and watches production on its own
- Reviews changes, handles incidents, fixes bugs and keeps CI green
- Shows the evidence behind every conclusion
ci / build on main - run #1842 failed
- a3f9c21 broke the build
- #1291 main is green
Continuous Integration
- Every failed build on main investigated
- The commit that broke it, found from the logs
- A tested fix, ready for you to review
#engineering - @Praxen Inc. checkout feels slow bug report
- causal chain proven
- fix ready to review
Ticket resolution
- Bugs investigated with production context, not guesses
- A causal chain where every link cites its evidence
- The fix comes back ready to review, or goes to Devin, Cursor, Factory or Conductor
Praxen Inc. runs the whole loop. You step in when it needs you.
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It learns your system first
The context graph connects every resource and dependency across your clouds, repos and observability providers, so Praxen Inc. reasons over your real system instead of guessing.
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Detection without thresholds
Built-in checks for every provider, plus checks built from your own saved queries and dashboards. Statistics and an agent decide together, and a metric getting better never raises an issue.
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Investigations that cite their sources
Every claim links back to the query, log line or deploy behind it. Without evidence, the verdict is inconclusive.
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Writes are earned, never assumed
Accounts connect read-only, and write calls are refused until you turn read-only off. Code changes go through your normal review.
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It gets sharper every week
It remembers what it confirms, keeps daily notes, and re-checks its monitoring queries against real data, so every incident makes the next one faster.