loading
Loading.loading
Loading.Sometimes, and not the way most vendors sell it. Buying AI seats gets you autocomplete, not throughput. The real speed comes from running agent fleets against a codebase and docs they can navigate, with guardrails your seniors trust, so a small team operates like a larger one. It's prod-grade output and far more throughput on the right work — not a magic multiplier on everything, and not cheaper headcount. tsukumo sets this up in your environment.
Updated
Go deeper: read the full write-up on the blog.
Not from typing faster. It comes from agents carrying whole tasks in parallel against context they can navigate, with guardrails that let seniors trust the output without re-reading every line. A small team starts operating like a larger one.
Anywhere the bottleneck is judgment, unclear requirements, or coordination — not code volume. Agents won't fix a vague spec or a broken decision process. If the work needs a human call, the agent waits on the human.
It's prod-grade output at far higher throughput on the work that suits it — not a flat multiplier on everything, and not a smaller, cheaper team. The honest framing is more from the team you already trust, not fewer of them.
Durable context, observability, and trained operators — the same three gaps every team hits. Close them in your environment and the speed is repeatable instead of a one-off demo.
Compare the options
or have us train your team — same capability, the other door