{"name":"PM Agent Fleet Data","edition":"2026-Q4","url":"https://falkster.com/data/pm-agent-fleet","author":"Falk Gottlob","license":"https://falkster.com/editorial","summary":{"total":44,"byStage":[{"stage":"Sense","agents":6},{"stage":"Discover","agents":5},{"stage":"Decide","agents":8},{"stage":"Build","agents":7},{"stage":"Ship","agents":5},{"stage":"Measure","agents":8},{"stage":"Amplify","agents":5}],"byCadence":[{"cadence":"Hourly","agents":1},{"cadence":"Daily","agents":20},{"cadence":"Weekly","agents":18},{"cadence":"Bi-weekly","agents":5},{"cadence":"Event-driven","agents":0}],"morningSlot":15,"withTemplate":44,"firstShipped":"2026-02-06","lastShipped":"2026-05-10"},"agents":[{"slug":"agent-competitive-intel","title":"Build Your Competitive Intelligence 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Ops Digest Agent","stage":"Discover","schedule":"Weekly Monday 8:00 AM","cadence":"Weekly","morningSlot":true,"shipped":"2026-03-02","template":true,"url":"https://falkster.com/blog/agent-weekly-ops-digest"},{"slug":"agent-assumption-tracker","title":"Testable Assumptions Tracker Agent","stage":"Decide","schedule":"Weekly Friday","cadence":"Weekly","morningSlot":false,"shipped":"2026-04-03","template":true,"url":"https://falkster.com/blog/agent-assumption-tracker"},{"slug":"agent-customer-commitments","title":"Build Your Customer Commitment Agent","stage":"Decide","schedule":"Bi-weekly","cadence":"Bi-weekly","morningSlot":false,"shipped":"2026-02-25","template":true,"url":"https://falkster.com/blog/agent-customer-commitments"},{"slug":"agent-engineering-capacity","title":"Build Your Engineering Capacity Agent","stage":"Decide","schedule":"Weekly Monday 8:00 AM","cadence":"Weekly","morningSlot":true,"shipped":"2026-03-09","template":true,"url":"https://falkster.com/blog/agent-engineering-capacity"},{"slug":"agent-okr-tracker","title":"OKR Progress and Prediction Agent","stage":"Decide","schedule":"Daily 4:00 PM + Weekly Friday","cadence":"Daily","morningSlot":false,"shipped":"2026-04-03","template":true,"url":"https://falkster.com/blog/agent-okr-tracker"},{"slug":"agent-opportunity-prioritization","title":"Opportunity Prioritization and Synthesis Agent","stage":"Decide","schedule":"Weekly Friday","cadence":"Weekly","morningSlot":false,"shipped":"2026-04-03","template":true,"url":"https://falkster.com/blog/agent-opportunity-prioritization"},{"slug":"agent-pricing-migration-tracker","title":"Pricing Migration Tracker Agent","stage":"Decide","schedule":"Daily","cadence":"Daily","morningSlot":false,"shipped":"2026-05-04","template":true,"url":"https://falkster.com/blog/agent-pricing-migration-tracker"},{"slug":"agent-roadmap-tracker","title":"Build Your Roadmap Progress Agent","stage":"Decide","schedule":"Daily 9:00 AM","cadence":"Daily","morningSlot":true,"shipped":"2026-02-08","template":true,"url":"https://falkster.com/blog/agent-roadmap-tracker"},{"slug":"agent-sprint-planning","title":"Automated Sprint Planning Agent","stage":"Decide","schedule":"Weekly Monday","cadence":"Weekly","morningSlot":false,"shipped":"2026-04-03","template":true,"url":"https://falkster.com/blog/agent-sprint-planning"},{"slug":"agent-auto-bugfix","title":"Auto Bugfix Agent: Zendesk Ticket to Reviewable PR in 11 Minutes","stage":"Build","schedule":"On-demand + Daily 8:00 AM","cadence":"Daily","morningSlot":true,"shipped":"2026-04-20","template":true,"url":"https://falkster.com/blog/agent-auto-bugfix"},{"slug":"agent-documentation-gaps","title":"Build Your Documentation Gap Agent","stage":"Build","schedule":"Daily 7:00 AM","cadence":"Daily","morningSlot":true,"shipped":"2026-03-06","template":true,"url":"https://falkster.com/blog/agent-documentation-gaps"},{"slug":"agent-instant-prototype","title":"Instant Prototype Agent: Customer Request to Prototype in Minutes","stage":"Build","schedule":"On-demand + Daily 9:00 AM","cadence":"Daily","morningSlot":true,"shipped":"2026-04-20","template":true,"url":"https://falkster.com/blog/agent-instant-prototype"},{"slug":"agent-prd-generator","title":"Automated PRD Generator","stage":"Build","schedule":"Weekly Monday","cadence":"Weekly","morningSlot":false,"shipped":"2026-04-04","template":true,"url":"https://falkster.com/blog/agent-prd-generator"},{"slug":"agent-product-ops","title":"Build Your Product Ops Agent","stage":"Build","schedule":"Daily 9:00 AM","cadence":"Daily","morningSlot":true,"shipped":"2026-03-01","template":true,"url":"https://falkster.com/blog/agent-product-ops"},{"slug":"agent-team-triage","title":"Build Your Team Triage Agent","stage":"Build","schedule":"Daily 9:00 AM and 4:00 PM","cadence":"Daily","morningSlot":true,"shipped":"2026-03-11","template":true,"url":"https://falkster.com/blog/agent-team-triage"},{"slug":"agent-tech-debt-analyzer","title":"Tech Debt Impact and Prioritization Agent","stage":"Build","schedule":"Weekly Monday","cadence":"Weekly","morningSlot":false,"shipped":"2026-04-04","template":true,"url":"https://falkster.com/blog/agent-tech-debt-analyzer"},{"slug":"agent-gtm-monitoring","title":"Build Your GTM Release Monitoring Agent","stage":"Ship","schedule":"Daily 7:00 AM","cadence":"Daily","morningSlot":true,"shipped":"2026-02-12","template":true,"url":"https://falkster.com/blog/agent-gtm-monitoring"},{"slug":"agent-launch-comms","title":"Launch Comms Agent: Six Channels Generated on Every Release","stage":"Ship","schedule":"On production deploy + Thursday 10:00 sweep","cadence":"Weekly","morningSlot":false,"shipped":"2026-04-20","template":true,"url":"https://falkster.com/blog/agent-launch-comms"},{"slug":"agent-release-checker","title":"Build Your Release Checker Agent","stage":"Ship","schedule":"Weekly Thursday","cadence":"Weekly","morningSlot":false,"shipped":"2026-03-23","template":true,"url":"https://falkster.com/blog/agent-release-checker"},{"slug":"agent-release-documentation","title":"Automated Release Documentation Agent","stage":"Ship","schedule":"Weekly Wednesday + per-release","cadence":"Weekly","morningSlot":false,"shipped":"2026-04-04","template":true,"url":"https://falkster.com/blog/agent-release-documentation"},{"slug":"agent-release-readiness","title":"Build Your Release Readiness Agent","stage":"Ship","schedule":"Weekly Wednesday","cadence":"Weekly","morningSlot":false,"shipped":"2026-02-15","template":true,"url":"https://falkster.com/blog/agent-release-readiness"},{"slug":"agent-direction-dashboard","title":"Direction Dashboard Agent","stage":"Measure","schedule":"Daily","cadence":"Daily","morningSlot":false,"shipped":"2026-05-10","template":true,"url":"https://falkster.com/blog/agent-direction-dashboard"},{"slug":"agent-feature-adoption","title":"Feature Adoption Tracking Agent","stage":"Measure","schedule":"Daily 4:00 PM + Weekly Monday","cadence":"Daily","morningSlot":false,"shipped":"2026-04-04","template":true,"url":"https://falkster.com/blog/agent-feature-adoption"},{"slug":"agent-margin-watch","title":"Margin Watch Agent","stage":"Measure","schedule":"Daily (operational) / Weekly (CPO digest)","cadence":"Daily","morningSlot":false,"shipped":"2026-05-07","template":true,"url":"https://falkster.com/blog/agent-margin-watch"},{"slug":"agent-pm-issues","title":"Build Your PM Issues Agent","stage":"Measure","schedule":"Daily 7:00 AM","cadence":"Daily","morningSlot":true,"shipped":"2026-02-20","template":true,"url":"https://falkster.com/blog/agent-pm-issues"},{"slug":"agent-product-dashboard","title":"Build Your Product Health Dashboard Agent","stage":"Measure","schedule":"Weekly Tuesday","cadence":"Weekly","morningSlot":false,"shipped":"2026-02-19","template":true,"url":"https://falkster.com/blog/agent-product-dashboard"},{"slug":"agent-product-health","title":"Build Your Product Health Agent","stage":"Measure","schedule":"Daily 4:00 PM","cadence":"Daily","morningSlot":false,"shipped":"2026-03-15","template":true,"url":"https://falkster.com/blog/agent-product-health"},{"slug":"agent-signal-to-ship","title":"Signal-to-Ship Cycle Time Agent: Measure PM Velocity Across 7 Stages","stage":"Measure","schedule":"Daily 9:00 AM + Weekly Monday","cadence":"Daily","morningSlot":true,"shipped":"2026-04-20","template":true,"url":"https://falkster.com/blog/agent-signal-to-ship"},{"slug":"agent-win-loss-analysis","title":"Win/Loss Analysis Agent","stage":"Measure","schedule":"Bi-weekly Tuesday","cadence":"Bi-weekly","morningSlot":false,"shipped":"2026-04-05","template":true,"url":"https://falkster.com/blog/agent-win-loss-analysis"},{"slug":"agent-board-narrative-drafter","title":"Board Narrative Drafter Agent","stage":"Amplify","schedule":"Weekly (drafts) / Quarterly (final)","cadence":"Weekly","morningSlot":false,"shipped":"2026-05-06","template":true,"url":"https://falkster.com/blog/agent-board-narrative-drafter"},{"slug":"agent-daily-focus","title":"Build Your Daily Focus Agent","stage":"Amplify","schedule":"Daily 7:00 AM","cadence":"Daily","morningSlot":true,"shipped":"2026-02-28","template":true,"url":"https://falkster.com/blog/agent-daily-focus"},{"slug":"agent-executive-report","title":"Build Your Executive Report Agent","stage":"Amplify","schedule":"Weekly Monday 1:00 PM","cadence":"Weekly","morningSlot":false,"shipped":"2026-02-06","template":true,"url":"https://falkster.com/blog/agent-executive-report"},{"slug":"agent-retrospective-synthesis","title":"Retrospective Synthesis and Learning Agent","stage":"Amplify","schedule":"Weekly Friday","cadence":"Weekly","morningSlot":false,"shipped":"2026-04-05","template":true,"url":"https://falkster.com/blog/agent-retrospective-synthesis"},{"slug":"agent-stakeholder-communication","title":"Stakeholder Communication Agent","stage":"Amplify","schedule":"Weekly Friday + Monthly","cadence":"Weekly","morningSlot":false,"shipped":"2026-04-07","template":true,"url":"https://falkster.com/blog/agent-stakeholder-communication"}],"findings":[{"id":"context-commits-unattributed","measure":"Agent-maintained context library: commits with no attributable author","result":"30 of 51","context":"Commits to the context files since March 30. Only 23 lines carry a name and a date.","evidence":"30 of 51 commits since March 30 have no author I can attribute","source":"https://falkster.com/blog/kill-the-skill-count","reported":"2026-11-02"},{"id":"per-resolved-definition-held","measure":"Per-resolved pricing: cases where a 48-hour resolution definition held","result":"98%","context":"The other 2% became more than 200 contested cases a week at sunset volume.","evidence":"It held for 98% of cases, pilot included.","source":"https://falkster.com/blog/which-resolution-dropped","reported":"2026-11-02"},{"id":"agents-ran-clean-unread","measure":"Agents that ran clean while nobody read their output","result":"13 of 39","context":"Runs counted as healthy by the scheduler. None of their output was opened.","evidence":"13 of 39 agents ran clean and nothing read them","source":"https://falkster.com/blog/count-the-read-runs","reported":"2026-10-30"},{"id":"classifier-heldout-vs-production","measure":"Classifier accuracy, held-out set vs production after six weeks","result":"89% to 61%","context":"The held-out set shared the training set's skew, so it could not see the drop.","evidence":"scored 89% on held-out data and 61% in production in six weeks","source":"https://falkster.com/blog/the-slice-and-the-date","reported":"2026-10-30"},{"id":"on-plan-accounts-under-minimum","measure":"Per-seat sunset: accounts on plan while using less than their committed minimum","result":"12 accounts, 2 lost at renewal","context":"Eighteen months into moving a $40M ARR business from per-seat to hybrid outcome pricing.","evidence":"our tracker had 12 accounts classified as on plan","source":"https://falkster.com/blog/the-credit-is-the-new-seat","reported":"2026-10-15"},{"id":"agents-fired-7-to-9","measure":"Agents that fired between 7 and 9 a.m.","result":"13 of 39","context":"Nobody designed it. Agents built to report on yesterday drifted to the hour a PM wants the answer.","evidence":"13 of the 39 fired between 7 and 9 a.m.","source":"https://falkster.com/blog/one-attention-budget","reported":"2026-10-14"},{"id":"stale-feeds-passed-health-checks","measure":"Source feeds that passed every liveness check while publishing nothing","result":"4 feeds, silent 72 to 612 days","context":"Each returned HTTP 200 and valid XML with 10 to 100 items.","evidence":"four feeds returned HTTP 200, parsed as valid XML","source":"https://falkster.com/blog/the-feed-was-green","reported":"2026-09-20"},{"id":"discover-stage-least-instrumented","measure":"Agents in the Discover stage of a 39-agent fleet","result":"5 of 39","context":"Decide and Build had 7 each. Discover also had the lowest average blueprint length.","evidence":"only 5 agents and the lowest average word count","source":"https://falkster.com/blog/39-agents-stuck-vs-died","reported":"2026-04-27"}]}