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Standalone product

LayoffAnalyzer A 0–100 read on delivery efficiency.

LayoffAnalyzer scores a repository’s delivery over rolling windows against a house midpoint of 50. It reports a score, its history, and the inputs behind it — and no dollar amounts.

Why it exists

“Are we shipping enough?” is usually answered by whoever speaks first.

Executives ask the question, engineering answers with anecdotes, and the conversation ends in a headcount argument nobody can check. A score against a fixed baseline moves the argument onto ground both sides can inspect.

What it reads

Windows, not vibes.

Rolling windows
Delivery is scored over fixed windows rather than a single sprint, so one quiet week does not move the number.
Per repository
Each connected repository gets its own score and history. A monolith and a service are not averaged into one number.
Per developer
The same windows resolve per developer, so the report shows where the aggregate is coming from.
One algorithm
The score is implemented once and shared with Autodevelop. The product does not compute a second percentile.

How it works

Connect, compare, read the score.

  1. 01

    Connect the repository

    An operator connects the GitHub App for your organization. The product lists the repositories that connection covers.

  2. 02

    Queue the compare

    Pick a repository and queue the weekly compare. The job reads delivery history over each window.

  3. 03

    Read the score

    A 0–100 score against a house midpoint of 50, with the table of inputs behind it and the history over time.

  4. 04

    Compare to the midpoint

    Above or below 50 is the line. The report shows which inputs put you either side of it, so the conversation stays on evidence.

How to use it

A score is evidence. It is not a decision.

The number tells you where delivery sits against a fixed baseline both sides can inspect. What to do about it is judgment — which is exactly the work that does not go away.

Boundaries

What it deliberately does not report.

No dollar amounts
The product reports a 0–100 score and its history, never a cost-per-developer figure.
No second algorithm
The score comes from the same package Autodevelop uses, so two surfaces cannot disagree about one repository.
No raw source code leaves the connection
The score reads delivery history, not the contents of your files.
Owners and executives, explicitly granted
Sign-in is an organization owner or executive account on the Autodevelop host. Reading the score requires its own grant — it is not implied by general executive insight or organization-management permissions, so access is a decision somebody makes on purpose.

Get the baseline before the conversation.

Tell us how many repositories you want scored and who should be able to see the number.

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