Built around Gemini-powered delegation — the last step below hands a whole postmortem investigation to Gemini in a single call, instead of chaining more manual tool calls. That sits on top of direct, tool-level access to five more backends — GitHub, Cloudflare, Notion, Mem0, and web fetch. Below, a call is routed through each checkpoint the way a single incident actually gets resolved.
Sample trace for illustration — the org, incident, and code shown are fictional. Watch for the ⭐ capstone step.
Finds the suspect code path in the real repo.
search_code · 1 file matched, no timeout set
Pulls live Workers metrics to confirm the hunch.
cf_workers_observability_query · 0.93 correlation to traffic
Commits the fix and opens a PR in the same turn.
push_files + create_pull_request · PR #482
Updates the incident doc to match reality.
notion_update_page · status → In review
Stores the root cause with dedup + relations.
mem0_add + mem0_update · dup flagged, 3 relations linked
Confirms the status page reflects the fix.
web_fetch · matches Cloudflare baseline
The payoff: 4 sub-steps of investigation, run server-side by Gemini, collapsed into 1 call from the agent — no manual chaining.
delegate_gemini · list_commits + get_pr_reviews + cf_workers_observability_query + get_check_runs, synthesized into one answer