AgileTV

Streaming / Video-on-Demand

Knowledge platform build

25 engineers of 150

ENDGAME Cohort 1

Case study

A unified knowledge base across every repository in two weeks, cross-repo investigations in one query

Impact after our work[BeforeAfter]

Cross-repository investigation

Hours of cross-team archaeology

Resolved in a single query

Unified knowledge base

Documentation grown organically

Built in 2 weeks

Engineers on the new way of working

25-engineer program

Scaling to 150 engineers

Adoption leads appointed

3 AI leaders

30 AI champions

Including:

  • Cohort: ENDGAME Cohort 1, taken by Borja Loroño with lead engineer Alvaro Arnanz
  • Modernization: characterization tests and documentation generated from the codebase
  • Knowledge base: tickets, internal documentation and meeting transcripts in one context
  • Orchestration: triage, code-context linking, task dispatch, write-back on merge
  • Custom skills connecting AgileTV's documentation tools and ticketing system
  • Rollout: three AI leaders on the pilot, thirty AI champions across the wider area

Approach

  • Borja took the cohort with his lead engineer Alvaro Arnanz, who drove much of the hands-on implementation
  • Ran the modernization work live, using characterization tests and codebase-generated documentation as the safety net
  • Built custom skills on top of the cohort frameworks, connecting AgileTV's own documentation tools and ticketing system
  • Built a unified knowledge base in the two weeks after graduation: tickets, docs and meeting transcripts in one queryable context
  • Added an orchestration layer that triages, links to code context, dispatches tasks, and writes results back when a change merges
  • Proved the pattern on a focused 25-engineer program before scaling out, so neither the eager nor the skeptical were forced
Testimonials
Without the cohort, it was absolutely impossible to even think in that way. We built a unified knowledge base across all our repositories in two weeks, work that used to take hours of cross-team archaeology now gets resolved in a single query.
Borja LoroñoHead of Managed Services Europe, AgileTV
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GrayceChange and TransformationThe whole C-suite through the cohort together, a client-facing platform prototype in two months

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