Embedded Collaboration
Stop reviewing manually. Start shipping.
I embed directly in your team's codebase and inject agentic workflows into what you're already running. Your developers don't just see it happen — they build it alongside me.
The grind we're eliminating
Most engineering teams spend significant time on work that shouldn't require engineering judgment:
Manual PR review steps
Formatting checks, test coverage flags, obvious issues — all things an agent can catch before a human looks at it
Boilerplate generation
CRUD endpoints, migration files, test scaffolding — the parts of a ticket that require no creativity but still take time
Documentation updates
Updating docs after code changes. Getting missed every time. An agent notices the diff and writes the update.
Release notes and changelogs
Generated from commits, reviewed by you, no longer written from scratch
Repetitive CI debugging
Build failure patterns that repeat across tickets, diagnosed by agents before they land in your sprint backlog
Status updates and ticket transitions
Moving tickets, updating status, posting PR links — the overhead of tracking rather than doing
These are the hours we're buying back. One embedded week typically eliminates 3–5 of these permanently.
Who this is for
- Teams with a running product — you want to move faster on what you're already doing — not retrain, not rebuild, not redesign your workflow from scratch. Just eliminate the slow parts.
- CTOs who want proof before commitment — want to see real velocity gains before committing to a broader training program or organizational change. One embedded week shows you the ROI before you decide on the next step.
- Teams drowning in process overhead — sprint ceremonies, manual review chains, repetitive CI issues — if it feels like the process is slowing down the work, that's fixable.
What you get
Working pipelines, not demos
Everything we build runs in your actual CI/CD. Not a proof of concept — production automation your team can maintain from day one.
Knowledge transfer built in
Your developers build alongside me. No separate training day — the learning happens while we ship. They own what we built because they built it.
Velocity from day one
First agents running by end of day one. Results are visible immediately — not in a follow-up report three weeks later.
No black boxes
Everything is documented, built to your conventions, and fully transparent. When I leave, your team can extend and modify without needing me.
How it works
Discovery
We talk through your stack, your team's workflow, and where the pain is. I come prepared — I know your codebase before day one.
Day one: first agents running
I start with the highest-impact automation. Real PRs, real pipelines. Your team sees the pattern immediately.
Embedded collaboration
I work alongside your team — daily progress, visible results. Your developers start applying the patterns independently within days.
Handoff
Your team owns everything we built — they built it with me. The agents run. I leave. You don't need me to keep them going.
Investment
Day-rate engagement. Rate depends on team size and engagement scope. Discovery call is free.
Let's talk. 30 minutes, on me.
Show me what you're working on. I'll tell you which 3 automations would have the biggest immediate impact on your team's velocity.
Book free discovery call30 min · Google Meet · via Calendly ↗
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