viability.news
Absent, not invented

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detected estimated declared measured reconciled

Viability.

One GitHub login away.

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read-only scan
~40 seconds GitHub sign-in
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Repositorydetected
in-window ✓
first commit 2026-06-10 (UTC) · 4,071 LOC
Revenue potential · M1estimated
$0
no revenue artifact on file yet (n=0)
Revenue potential · M36estimated
$25MM
cohort model · assumptions shown
Revenue potential · M48estimated
$300MM
cohort model · assumptions shown
Build effortestimated
12.78 dev-hrs
8 sessions · derived from commit cadence
Agent decisions mademeasured
27
branches-on-model-output → writes:firestore
Agent ROIestimated
1,200%
against dev-hours ≈ 12.78 · 8 sessions
Human checkpointmeasured
present
L3 roster · approval gate before writes
Model in productionmeasured
gemini-2.5-flash
adk-agent/rate_card_agent/agent.py:280
Signal chainmeasured
llm-call → parses-output
branches-on-model-output → writes:firestore
Run costestimated
est. $0–$10 / month
absent, not invented — cohort n=0
Payment railsdetected
checkout webhook
no settlement artifact attached yet
reconciled
Tie-outs pass: every total equals the sum of its own monthly column, and all 29 source rows are accounted for.
viability.news

Let us find the reason this had to be built.

Reading the default branch and its history
Checking the window and the model in use
Finding the agents named in the code
Tracing what each one is allowed to do
Looking for the way money would arrive
Deriving the numbers, and naming what is absent

We think we understand why this exists

Tell us where we are wrong

    What do you charge?

    What you charge
    $
    Sales history

    Your charges turn this price from your word into a measured fact — attach a Stripe export, or connect Stripe live with a restricted read-only key. Same evidence, either door.

    The pain you confirmed

    confirmed
    before
    after
    alongside

    Select a candidate to see what each side could offer.

    One more, and it is the hard one

    Where does your customer receive value?

    Start with one

    Connected · github

    We read . Read a different one?