Git commits code.
Now commit
engineering.

Supadense captures every architecture decision, experiment, and tradeoff your team makes — and makes it queryable by everyone, forever.

private beta · invite only · no credit card required · free to start
supadense / team · engineering brain
 WHY ENGINEERING BREAKS
[1/3]

Four ways your team's
engineering leaks every sprint.

Not process failures. Infrastructure failures. Engineering context has no version control — yet.

01
Knowledge Drain

Context in engineers' heads.
Nowhere else.

The real cost isn't the lost document — it's the lost reasoning. That context is the new data asset. And it's currently unstructured, uncaptured, and unowned.

where engineering context lives today
Sarah's head
auth decisions · unwritten
Slack thread, 6 weeks ago
payment tradeoff · buried
Notion doc, never updated
arch design · stale
Supadense eng commit
✓ owned · searchable · current
02
No Compounding

Teams redo experiments.
Waste builds up.

No memory of what was tried. Teams run the same spikes, hit the same dead ends, every quarter. Engineering resets instead of compounds.

Q3 experiment · search ranking
Q1 — dense recall spike · no commit
BM25 vs dense retrieval — tested. No record of outcome or reasoning.
Q2 — same spike. different name.
New engineer. No prior art visible. Same 3 weeks, same conclusion.
Q3 — with supadense · 3 hours
Prior art surfaced. Decision committed. Build on top, not from scratch.
03
Engineer Exit Cost

When engineers leave,
the company loses data.

When a senior engineer exits, they take years of decisions with them. That's not an HR problem — it's a data loss event. Now solvable.

senior engineer · 3yr tenure · exits
without supadense
✗ auth architecture decisions · gone
✗ 12 failed experiments · gone
✗ payment edge cases · gone
✗ 3yr of tradeoffs · gone
with supadense
✓ all decisions · committed to graph
✓ experiments · searchable with outcome
✓ ownership transferred · no gap
04
Onboarding

2 months reading docs
that are already wrong.

New engineers spend 8 weeks reading docs that no longer reflect reality. With the brain, they onboard from current state. 2 months becomes 2 hours.

new engineer · day one
Q: why is auth stateless?
"Stateless JWT — eliminates Redis dep, enables horizontal scaling. Decision by Sarah, #auth-012, Q4 2024."
Q: what's owned by who?
Full component ownership graph — auth (Sarah), payments (Alex), search (Priya). All decisions linked.
onboarded in 2 hours · not 2 months
 HOW IT WORKS
[2/3]

From first commit to
compounding brain.

Five steps. Fully automatic after setup. Your team keeps working the way they always have — Supadense builds the brain in the background.

01
Connect · 2 minutes

Connect your GitHub repo.

One command. Hooks into your existing repo. No migration, no new workflow.

Terminal
~% npx supadense connect github
✓ Authenticated as vaibhaw@meet5.club
✓ Repo: meet5/auth-service connected
✓ Scanning PRs and commits...
→ 412 commits ingested · brain initialising
02
Develop · as usual

Build with your coding agent.

Keep using Claude Code, Cursor, Copilot. Supadense runs alongside and watches. No new interface.

Coding Agent
Claude Code Watching
Cursor Watching
GitHub Copilot Watching
claude code · session active
claude refactor JWT handler
→ analysing auth-service...
→ modifying token.go
✓ 3 files changed
supadense watching
03
Capture · automatic

Decisions and context captured on their own.

Monitors agent sessions, PRs, Slack threads — extracts decisions and context automatically. Zero extra work from the engineer.

supadense · auto-capturing
PR #412
"chose stateless JWT — eliminates Redis dep, enables horizontal scaling"
extracted from PR description · auth-service · sarah
✓ captured
Slack
"decided against Postgres FTS — too slow at scale, going with ES8"
extracted from #search-infra thread · priya
✓ captured
Agent
Claude Code session: tradeoff between retry strategies noted during refactor
extracted from claude code session · event-pipeline · alex
⟳ pending
04
Commit · one command

Engineering commit — linked to code.

Captured context becomes a draft commit. One confirm — permanently linked to the PR, tagged to the component, owned.

Terminal
auth-service % supadense commit
Draft ready from session:
"JWT stateless — Redis dep removed"
Confirm? [Y/n] Y
✓ #auth-012 committed → PR #412
#auth-012 · committed
JWT stateless over sessions — eliminates Redis dependency, enables horizontal scaling.
owner · sarah
component · auth-service
linked · PR #412 · merged
05
Compound · forever

Engineering brain that grows every sprint.

Every commit feeds the brain. It gets richer every sprint. Prior art surfaces automatically. Intelligence compounds — never resets.

412
eng commits · this sprint
2 hrs
onboarding · was 2 months
0
context lost on exit
Sprint 12 brain is 4.2× richer than Sprint 1. Every decision compounds.
start building →
 WHY SUPADENSE?
[3/3]

Three things no wiki,
ticket, or git log can do.

The name says it all. Dense. Actionable. Compound. Three properties that turn engineering from something that evaporates into something that builds.

Dense

Captures engineering depth, not summaries.

Notion stores titles. JIRA stores tickets. Supadense captures the full reasoning — the decision, the tradeoff, the failed experiment. Context that explains why, not just what.

#auth-012 · sarah · architecture
"JWT stateless over sessions — eliminates Redis dep, enables horizontal scaling without session sync overhead."
#evt-009 · unowned · no commit
Kafka retry logic — 3 engineers modified it. Zero decision context captured. Gap detected.
Actionable

Converts engineering context back into code.

Most tools capture and stop. Supadense converts. Query from terminal, IDE, or agent — get answers that propose the next commit or flag the gap. Memory that ships.

supadense · agent query
$ supadense ask "why is auth stateless?"
→ #auth-012 · sarah · Q4 2024
→ still current · linked PR #412
→ propose next commit? [Y/n]
Compound

Every sprint builds on the last. Forever.

Code gets copied. Reasoning compounds. Every decision stacks. New engineers inherit full intelligence on day one. Sprints accelerate instead of resetting.

Sprint 1
18
Sprint 4
96
Sprint 8
241
Sprint 12
412
engineering commits · brain grows every sprint