KaaS
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Book a scoping call

Teach your codebase to learn from every failure.

A mistake on one laptop is made again on the next one tomorrow. KaaS Evals turns each failure into a rule and tests it against your own past tasks first.

Book a scoping call

Run by the founder, a former Head of Software Engineering.

Your repo

The same mistake hits three developers in three days.

Nothing here is exotic. It happens on an ordinary Tuesday.

  1. One developer spends forty minutes on an undocumented header. Your authentication service needs a specific configuration. They fix it locally and move on.

  2. The next day three agents build on that service. All three hit the exact same failure.

  3. Hours go to a fix that was already known. Nothing carried the lesson to the other agents.

KaaS Evals: KaaS Evals turns each failure into a rule that every agent follows from then on.

Book a scoping call

Developers fix the same edge case alone, and what they learn stays in chat.

Every failure strengthens the shared rules, and nothing lands unless it passes the benchmark.

How KaaS Evals lands in your repo

It is part of the Transformation, and you keep every file it leaves behind.

  1. Connect the logs.

    CI build logs and agent runs feed the analysis.

    You hold the failure log.

  2. Build the benchmark.

    We pick past tasks that represent your repo.

    You hold the benchmark.

  3. Merge the first rule.

    A proposed rule passes the gate and lands as a normal pull request.

    You hold a rule that came from a real failure.

“You work with the person who does the work. No handoff, no juniors, no account manager.”

Paramanantham HarrisonFounder, KaaS.team

  1. Former Head of Software Engineering
  2. 14 years building production software
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Questions teams ask before they book

Do you need write access?

Rules arrive as pull requests, so a person always merges them.

Can a rule make things worse?

The benchmark exists to stop that. A rule that lowers results does not merge.

Which agents does it work with?

Any that read your repo rules, including Claude Code.

What if we stop?

The rules and the benchmark stay in your repo.

What is fixed before we start

  1. Fit check first. If we're not the right team, we'll say so on the call.

  2. You get a written scope and a fixed quote before anything starts.

  3. Everything we build stays in your cloud and your repo when we finish.

  4. Continuous Care is optional, and stopping it changes nothing that already works.

  5. Bring the error your agents keep repeating to the call.

Bring us the bottleneck.

Bring the error your agents keep repeating to the call.

  1. Spec
  2. Build
  3. ReviewWaits here
  4. Release
Where work is stuck
Spec, build, review or release: wherever changes wait longest.
What exists today
The AI tools your teams use and the rules around them, if any.
What the next quarter needs
The launch or deadline the work has to hit.
  1. 1

    Call

    We find where the work waits and whether we can help.

  2. 2

    Fixed scope

    You get a written scope and a fixed quote before anything starts.

  3. 3

    Kickoff

    Work starts with your product and engineering leads.

If we're not the right fit, we'll say so.

Pick a time

Open the calendar and choose any free slot. You get an invite with a video link.

Book a scoping call
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