Skip to content
Intuist

RECEIPTS

30 DAYS ENDING 13 JULY 2026

The log, at full length.

The platform mines its own failures, writes its own fixes, ships them through gated deploys, measures the result, and reverts what regresses. This page is the log, with the dates the system wrote.

01 · THE FIGURES

Three numbers, and the window they came from.

These are July figures. They are not this month's numbers and we will not present them as if they were.

8

improvements the platform specified and shipped itself, with no human approval

/receipts — since 5 July 2026

126

production tickets handled in thirty days

/receipts — 30 days ending 13 July 2026

<6%

of those tickets needed a human

/receipts — 30 days ending 13 July 2026

SELF-HEALED CODE FIXES
28
QUESTIONS ANSWERED
30
RESOLVED
17
WITH VERIFIED OUTCOMES
8
NEEDED A HUMAN
7
FASTEST SELF-FILED TICKET TO LIVE FIX
14 minutes

THE 126, BROKEN OUT · 30 DAYS ENDING 13 JULY 2026

02 · THE LOG

Eight improvements it shipped itself.

Four of them landed in a single ninety-two-minute window on the evening of 5 July. No human approved any of these; a human audits them afterwards.

5 JUL 2026

Builder

Repeat-ask guardrail

Detected that users sometimes ask for the same change twice because the previous build didn't actually apply it (zero diff) or the change wasn't visible in the preview. Shipped a gate that verifies a build changed what the user asked for before declaring it done.

5 JUL 2026

Builder

Autofix retry-loop breaker

Found its own retry loops: fix attempts that didn't change the code kept being retried. Shipped a breaker that requires a root-cause diagnosis before another attempt is allowed.

5 JUL 2026

Builder

Zero-diff rebuild gate

Noticed rebuilds that produce no delta (the change was already present, or the feedback wasn't actionable) waste compute and erode trust. Shipped an abort gate for zero-diff refines.

5 JUL 2026

Support agent

Thread-artifact grounding for email replies

Caught itself answering “this” and “it” on long email threads from the latest message only. Shipped grounding that resolves pronouns against the artifact the thread was originally about.

8 JUL 2026

New capability

14 minutes, filed to live

Product catalog lookup

Couldn't answer “which existing apps match this capability profile?” — so it specified the missing internal lookup, filed its own work order, and shipped it. Fourteen minutes from self-filed ticket to healed.

8 JUL 2026

New capability

Test-run history lookup

Couldn't check whether a requested test had already been executed, or retrieve its results. Specified and shipped the query capability for its own test-run history.

10 JUL 2026

New capability

Spreadsheet formula tracing

Was asked how a number in a proposal was derived from a linked Google Sheet and couldn't trace cell values and formulas. Shipped the tracing capability.

12 JUL 2026

New capability

33 minutes, filed to live

Attachment content analysis

Couldn't read a .docx attachment well enough to extract a calculation methodology. Shipped document-content extraction for attachments — 33 minutes from self-filed ticket to healed.

03 · THE LOOP

It never edits the code directly.

It names a failure class, proposes a fix, and files a work order into the same gated pipeline every human change goes through.

  1. 01

    MINE

    Clusters 30 days of escaped failures into named failure classes. 39 classes so far.

  2. 02

    PROPOSE

    Drafts a guardrail for each recurring class, grounded in how the real tickets were resolved.

  3. 03

    GATE

    Compile checks, a gold test-suite floor and smoke tests, before traffic flips.

  4. 04

    SHIP

    Files its own work order through the standard pipeline. One ship in flight at a time.

  5. 05

    MEASURE

    Recurrence of the failure class in equal windows before and after the ship.

  6. 06

    REVERT

    A guardrail that regresses its own metric is reverted, and its class is marked human-only.

04 · WHAT KEEPS IT HONEST

Five things that can stop it.

An autonomous system without a brake is a story, not an engineering practice. These are the brakes.

CIRCUIT BREAKER
If resolution quality degrades week over week, autonomous shipping pauses itself and emails the founder.
SAME GATES AS A HUMAN
Every self-shipped change rides the same smoke-gated deploy pipeline as human commits. Nothing skips the gates.
VERIFIED REWARD
Per-guardrail measurement, and regressions revert automatically.
FENCED SURFACES
Auth, tokens, access control and billing are off limits to autonomous changes.
KILL SWITCH
One line, plus a daily audit briefing to a person.

STANDING CONTROLS

Intuist is raising a $3M seed. Investors: write to [email protected].