Solution · AI-assisted development

Accountable QA when agents write the code.

When AI coding agents write the code, Microfilm keeps a signed, traceable record of what was tested and why each change is trusted — and hands those same structured facts to your agents through an MCP server, so the fix loop starts informed instead of guessing.

When AI coding agents are writing and changing code fast, the open question is trust: what was actually tested, and why do you believe this change is safe to ship? Microfilm keeps a signed, traceable record of the QA behind every change — and hands your agents the same structured evidence so the fix loop starts informed.

Availability · Capture and signing are free forever on the desktop app. The MCP server, ticket integrations, and traceability matrix are Team-and-up cloud features.

What Microfilm is · Microfilm is a desktop app and cloud service that records software QA testing as it happens and turns it into signed, tamper-evident, audit-ready evidence — readable by both human auditors and AI coding agents.

MICROFILM AI-assisted · evidence
Change record
Change
Agent-authored · PR #418
Tested
TC-417 · TC-418
Observed
Pass · evidence linked
Record
Signed · append-only
Read via
MCP server

Microfilm records and proves the QA behind AI-assisted changes; it does not review or certify AI-generated code on its own. The decision that a change is safe to ship stays with your team — Microfilm gives you the evidence to make and defend it.

The problem

Fast-moving, agent-written code outruns the proof that it works.

AI coding agents generate and change code faster than a team can manually document what was checked. The risk isn’t just bugs — it’s that nobody can say, after the fact, what was tested and why a change was trusted. And an agent handed a one-line "it’s broken" guesses at the fix, which costs more than it saves.

How Microfilm fits

Into the workflow, not around it.

01

A signed record of what was tested

Every change carries a signed, traceable QA record — the requirement, the test cases run, what the tester observed, and who attested it — so "why do we trust this change?" has a concrete, defensible answer.

02

Structured context agents can act on

When a test fails, agents read the same structured evidence — requirement, expected result, what was observed, and a link to the capture — through a native MCP server, instead of guessing from a screenshot they can’t parse.

03

One source of truth for humans and agents

The tester, the developer, and the coding agent all work from the same signed record. There’s no separate "agent version" of the truth to drift out of sync.

04

Accountability that keeps pace with the speed

Because evidence is captured as the work happens, the proof keeps up with agent-driven change — you ship fast and can still show what was verified, after the fact and under scrutiny.

The evidence

What the evidence looks like

For an agent-authored change, Microfilm holds a signed, append-only record: the requirement, the test cases run against the change, what the tester observed, and who attested it — readable by people on the ticket and by agents through the MCP server. It answers "what was tested and why is this trusted?" with evidence, not assertion.

FAQ

Common questions.

Does Microfilm review AI-generated code?

No. Microfilm records and proves the QA behind a change and feeds agents structured context to fix failures — it doesn’t review or certify the code itself. The decision that a change is safe to ship stays with your team; Microfilm gives you the evidence to make and defend it.

How do AI coding agents use Microfilm?

Through a native Model Context Protocol (MCP) server. When a test fails, the agent reads the requirement, the expected result, what the tester observed, and a link to the capture — the same structured evidence a human developer sees — so its first fix attempt is grounded in what actually happened.

What does "accountable QA" mean here?

That for any change — including one an agent authored — there’s a signed, traceable record of what was tested, what was observed, and who attested it. You can answer "why do we trust this?" with evidence rather than a claim.

Is this available on the free plan?

Capture and signing are free on the desktop app. The MCP server, ticket integrations, and traceability matrix are cloud capabilities on the Team plan and up.

Keep exploring

Start building your evidence trail.

Create a workspace for your team, or download the free capture app and record your first session.