You use Claude, ChatGPT, Cursor, Perplexity, and more. ai/ops watches how you actually use them, finds the patterns no one sees, and tells you exactly what to change — with receipts.
You've run a variant 11 times this week. Save ~3.2h.
Repo-aware IDE saves the "you forgot the import" loop.
62% of spend, 18% of sessions. Router will fix it.
Bouncing breaks reasoning chains. Pick one for >20-turn sessions.
Your prompts are captured on your device. PII and secrets are scrubbed before anything is summarized. Cloud sync is opt-in, granular, and one-tap reversible.
Model capabilities shift weekly. So do we. Our eval harness runs every Monday and we publish our reversal rate — how often last quarter's recommendations got revised. Lower is better. We show ours.
Pick an archetype on signup and we'll seed your feed with cohort-validated recommendations — clearly labeled "based on people like you." By day seven, most are personal.
Open any recommendation and you'll see the actual prompts, sessions, and metrics it learned from. We don't ask you to trust a black box — we hand you the file.
Every card on your feed follows the same structure. Observation, the change we suggest, the impact, the evidence, the confidence, and the date. No mystery. No "trust us."
You ran 23 multi-file refactors in Claude this week. Repo-aware IDEs see the whole project — fewer "you forgot the import" loops.
useAuth from App.tsx
Move a workflow from one tool to a better-suited one.
Change a setting or router. Same tool, better setup.
Schedule, batch, or run a repetitive workflow in the background.
A behavioral fix. Pick a primary tool. Stop context-switching.
Capture a repeated pattern as a reusable starting point.
We're opening 100 more seats this month. Tell us what you use and we'll prepare your first verdict before you even install.