Full Spectrum

ENGINEERING PROCESS ANALYSIS

Understanding how you
work is as important
as what you ship.

Resumes list technologies. Interviews test performance under pressure. Neither shows how you actually think, debug, or build. We're changing that.

Sign Up Free

Free for individuals. Source-available CLI. BSL 1.1.
Also available via pip install methodproof

THE PROBLEM

Engineering is evaluated by
everything except engineering.

01 Resumes are fiction.

A list of technologies and job titles tells you nothing about how someone actually solves problems. Years of experience measures time, not capability.

02 Interviews are performance.

Whiteboard puzzles and take-home tests measure preparation and stress response, not engineering process. The best builders often interview the worst.

03 Output hides the journey.

A clean PR reveals nothing about the dead ends explored, the AI tools consulted, the approaches abandoned, or the decisions made along the way.

WHAT WE BELIEVE

Four principles. Zero compromise.

Struggle is signal.

Dead-end explorations, restarts, iteration loops — these are highlighted with gold, not flagged in red. The cracks are the most interesting part of how you work.

Observe, never judge.

The platform watches and maps. It celebrates patterns and assists understanding. It never grades on a curve or ranks without context. Every approach is worth seeing.

Process is social.

A session is shareable work, not a test result locked in a drawer. Engineers learn from watching each other build. Your process graph is a conversation starter.

Your data is yours.

Consent-first. Encrypted at every layer. Portable. Deletable. The CLI is source-available — you can read every line that touches your machine. We earn trust by being transparent.

WHAT WE'RE BUILDING

A map of how you think.

MethodProof captures your engineering process as a knowledge graph — every terminal command, every AI prompt, every test run — and transforms it into a visual timeline you can share, study, and celebrate.

BREAKTHROUGH 0:00 12:34 28:15 41:02
AI Output AI Input Human Research Moment
Process Graphs Narrated Timelines Journal Mode Moment Detection AI Agent Graph Community Challenges Source-Available CLI

WHAT IT CAPTURES

Your process is the product.

MethodProof records how you build software — not the code itself. Structural metadata. Causal relationships. Behavioral patterns.

AI

AI Agent Graph

Every Claude Code prompt, tool dispatch, and completion captured as a causal graph. See how your AI agent actually works.

T

Terminal & Tests

Commands, exit codes, test pass/fail counts. Secrets auto-redacted. Output capped at 500 chars.

E

File Changes

Paths, languages, line counts. Structural only by default. Pro users can opt into full diff capture (encrypted, private).

G

Git & Browser

Commit hashes, search queries, tab focus, copy events. Everything linked causally in Neo4j.

M

Moments

Breakthroughs, approach pivots, agent deep work. 15 behavioral patterns detected automatically.

S

Process Progression

Rubric-based evaluation across problem comprehension, iteration quality, tool selection, and code judgment.

JOURNAL MODE

The engineering diary you
never had time to keep.

Default capture records structure. Journal Mode captures the full story — every prompt, every response, every diff. Searchable, shareable, yours.

STRUCTURAL (DEFAULT)

0:00 12:34 28:15
prompt 342 chars
response 1,205 chars
file src/auth.py  +14 −3
terminal pytest  exit 0

Metadata only — safe for any context.

JOURNAL MODE

BREAKTHROUGH "Refactor auth…" "PyJWT verify…" "12 passed" 0:00 12:34 28:15
prompt "Refactor the auth middleware to use RS256…"
response "Here's the implementation using PyJWT…"
diff +def verify_token(request, key):…
output "12 passed, 0 failed"

The full story — searchable, shareable, reviewable.

Two free journal sessions with every account. Unlimited with Pro.

Review your own process Share complete build narratives Teach by showing, not telling

HOW IT WORKS

Three commands. One graph.

1

Set your boundaries.

Install with Homebrew or pip install methodproof. Run mp init to choose what gets captured — 11 granular consent categories covering terminal commands, AI prompts, file changes, browser activity, and more. Every capture is structural metadata by default — file paths and line counts, never source code. Sensitive fields are encrypted with AES-256-GCM before they touch disk. Consent is cryptographically signed and verifiable. Change your preferences anytime with mp consent.

2
mp start mp stop

Just do your thing.

Write code, debug, prompt AI, run tests — work exactly how you normally would. The CLI quietly maps your engineering process in the background, building a causal knowledge graph of every action. Each event is hash-chained for tamper detection and stored locally in SQLite. Zero overhead, zero interruption. When you're done, your process graph is already built on your machine.

3
mp push

Share on your terms.

Inspect every event with mp review before anything leaves your machine. Sessions are signed with your Ed25519 key for end-to-end integrity verification. Push to build your public portfolio, share with your team, or enter a community challenge. Everything encrypted in transit with TLS 1.3 and at rest with field-level AES-256-GCM. Or keep it local forever — it's yours.

COMING SOON

Mobile App (iOS & Android) Desktop App (macOS & Windows) Browser Extension

Capture from anywhere you work — same graph, same consent controls.

FOR ENGINEERS

See how you build.
Share what matters.

Your process graph is your portfolio. Not a list of technologies — a living map of how you navigate complexity, use AI tools, debug under pressure, and learn from dead ends.

FOR TEAMS

Understand how your
people actually work.

Replace gut-feel evaluations with process evidence. Calibrate scoring across reviewers. See how candidates navigate real problems — not rehearsed answers.

SOURCE AVAILABLE

Audit everything we capture.

The CLI and browser extension are source-available under BSL 1.1. You can read every line that touches your machine. We built a telemetry tool that earns trust by being transparent.


PRIVACY FIRST

Your process data is sensitive IP.
We treat it that way.

WHAT WE NEVER DO

  • Sell your data
  • Share with advertisers
  • Train models without opt-in
  • Capture source code (unless you enable it)

WHAT WE ALWAYS DO

  • Encrypt everything in transit and at rest
  • Field-level AES-256-GCM on sensitive data
  • Tenant isolation at the database layer
  • GDPR export and deletion on demand

MEET THE FOUNDER

I failed a coding assessment because I didn't know math.gcd()

The story of why MethodProof exists, what the founder was actually building, and how a 1947 theorem by his great grandfather connects to everything.

YOUR TREE STARTS HERE

Start studying your process.

Free for individuals. Always.