Training Impact
Train → adopt → outcome · concrete numbers only
Engineers trained
118/ 175
67% of the org
Training payoffJan – Jun 2026
+12 ptsmost-trained teams
7+ of every 10 engineers trained+12 pts
4–6 of every 10 trained+2 pts
under 4 of 10 trained-6 pts
Lessons completed
87/ 121
4 cohorts · last 90 days
Adoption reached
92%
9%
of engineers · Jan – Jun 2026
Training amount → improvementAll 22 teams · Jan – Jun 2026
Adoption moved with how much of each team trained: +12 pts where most of the team trained, +2 pts at about half, while the least-trained teams fell 6 pts.
Most of the team trained
7+ of every 10 engineers
Training received80% of the team, avg
+12 ptsadoption · Jan → Jun 2026
About half trained
4–6 of every 10
Training received62% of the team, avg
+2 ptsadoption · Jan → Jun 2026
Few trained
under 4 of 10
Training received34% of the team, avg
-6 ptsadoption · Jan → Jun 2026
Training impact reportsWhat training changed
Agentic Sprint · May 28 – Jun 3, 2026Expand rollout
Teams that finished the Agentic Sprint lifted adoption +28 pts and made agent-mode work routine — the largest gain of any cohort.
Review Quality Clinic · Jun 10 – 12, 2026Coach cohort
Review-note completion rose +19 pts after the clinic, but two teams still skip test checkpoints under deadline pressure.
AI Foundations · May 13 – 16, 2026Keep as onboarding
Cohorts that started with Foundations adopted +26 pts faster than untrained peers — it stays the week-one default.
Behavior lift · before → after+27 pts avg
Before · Jan 2026 After · Jun 2026
PRs using AI agents71% now · was 38%+33
Reviews with AI notes68% now · was 44%+24
Runs with context summary63% now · was 41%+22
AI PRs with eval hooks58% now · was 29%+29
Coverage by departmenttrained / seats
AI Engineering Lab25/30 trained · 8 lessons done
83%
Developer Experience22/28 trained · 8 lessons done
79%
Learning Platform25/33 trained · 8 lessons done
76%
Enterprise Enablement18/26 trained · 6 lessons done
69%
Outcomes & Hiring12/20 trained · 6 lessons done
60%
Core Systems16/38 trained · 8 lessons done
42%
Training cohortsLearning catalogue
AI Foundations
2 teams · 74% complete · May 13 – 16, 2026
42%68%
Prompt planning AI-assisted PR notes Context hygiene
Agentic Sprint
3 teams · 77% complete · May 28 – Jun 3, 2026
51%79%
Agent plans Eval hooks Test checkpoints
Extended Thinking
2 teams · 65% complete · Jun 4 – 7, 2026
47%64%
Context summaries Reasoning checkpoints Review notes
Review Quality Clinic
3 teams · 65% complete · Jun 10 – 12, 2026
39%58%
Review checkpointing Test coverage prompts PR handoff