01 · Services
Process redesign
Map handoffs and bottlenecks, then redesign the loop for people and agents.
AI agents & MCP
Connect agents to repos, trackers, docs, and chat through MCP. Useful automation, not a toy.
GitHub Actions & CI/CD
Pipelines that review, test, deploy, and report, fitted to how you already ship.
Tooling-agnostic DevOps
Jira, Linear, Azure DevOps, GitHub Projects: we stay agnostic. Process over logos.
Docs & runbooks
Living docs both humans and agents can use. If it isn't written, it isn't a process.
Enablement
Training, playbooks, and embedded advice until your team owns the new model.
02 · The workspace
03 · Selected work
01 · Fintech · operations team
Releases without days of manual checks
ServicesProcess redesignGitHub Actions & CI/CDAI agents & MCPDocs & runbooks
1The problem
Every release needed days of manual checks and sign-offs before it could go out.
2What we did
We mapped the release process, added GitHub Actions and MCP checks, and left runbooks with the team.
3The result
6 weeks
from the first workshop to releases checked by CI and agents.
02 · SaaS · product delivery
Fewer hand-offs between teams
ServicesAI agents & MCPDocs & runbooksTooling-agnostic DevOps
1The problem
Work moved between support, product and engineering by hand, and tickets got lost on the way.
2What we did
Agents now sort incoming work, and clear docs say who owns what, in the tracker the team already uses.
3The result
−45%
fewer manual hand-offs in every sprint.
03 · Marketplace · engineering
From monthly fire drills to a weekly rhythm
ServicesGitHub Actions & CI/CDAI agents & MCPDocs & runbooks
1The problem
Releases happened once a month, and every one turned into a fire drill.
2What we did
GitHub Actions, review agents and living docs made every step repeatable.
3The result
3×
faster release cycle: weekly instead of monthly.
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