Most teams don't lose time because they're short on ideas. They lose it in the gap between a decision and a shipped change — the scaffolding, the boilerplate, the test coverage, the review cycles. Linkt puts agents to work across that whole loop so the time from intent to production shrinks from weeks to days.
The bottleneck was never the idea
A feature is usually clear long before it's live. What stretches the timeline is everything in between: wiring up a new endpoint, writing the migration, covering edge cases, getting eyes on the diff. Each step is small, but stacked across a roadmap they become the quarter.
Linkt's agents take on the mechanical majority of that work — generating the first pass of code, tests, and documentation — so engineers spend their hours on judgment, not typing.
A tighter loop
The video walks through a single change from start to finish. An agent reads the relevant context, proposes an implementation, writes the accompanying tests, and opens a pull request — all while staying inside the repo's existing conventions and patterns.
When something fails, the loop closes on itself: the agent reads the failing test output, revises, and re-runs, surfacing a clean diff for human review rather than a half-finished draft.
“The point isn't to remove engineers from the loop. It's to give them a loop worth being in.”
Humans stay in command
Speed only matters if you can trust the output. Every agent action is proposed, never silently applied — changes arrive as reviewable diffs, scoped to the task, with the reasoning attached. Engineers approve, edit, or reject, and the system learns the team's bar over time.
The result is a workflow that feels less like delegating to a black box and more like working alongside a tireless, fast collaborator who always shows their work.
What to take away
- The build–test–deploy loop, not the idea, is where roadmaps stall.
- Agents handle scaffolding, tests, and docs inside your existing conventions.
- Failures close the loop automatically before a human ever sees them.
- Every change is a reviewable diff — speed without losing control.