Codebase Knowledge
& Intelligence

AI-native codebase knowledge and intelligence infrastructure — automatically built, synced, and evolved.

AI-SDLC TriangleAI-SDLC TRIANGLE</>
Humans
AI Agents

How You Use It

Input Sources. Get Knowledge. Ask Chatbot. Generate Artifacts.

Connect every repo, doc, and discussion your team uses. Indexed once, kept in sync.

playground.context-layer.dev/sources
LIVE
SOURCES · 8 INDEXED

Connected workspace

github
api-gateway
amirkiarafiei/api-gateway
SYNCED2m ago
github
orders-svc
amirkiarafiei/orders-svc
SYNCED2m ago
github
payments-svc
amirkiarafiei/payments-svc
SYNCINGnow ago
gdrive
Engineering Drive
drive / shared / eng
SYNCED1h ago
notion
Engineering Wiki
notion.so / eng-wiki
SYNCED12m ago
jira
PROD board
jira / PROD · 24 issues
OUTDATED2d ago
pdf
Architecture RFC
RFCs / architecture.pdf
SYNCED3h ago
md
Onboarding notes
docs / onboarding.md
SYNCED20m ago
playground.context-layer.dev/knowledge
LIVE
KNOWLEDGE · SYNCED 2M AGO
WORKSPACE
api-gateway
orders-service
payments-service
offering-service
web-ui
PAGES
Overview
Architecture
Endpoints
Failure modes
api-gateway / architecture

Service-to-service flow

The api-gateway fans out to four downstream services. Critical paths (orders → payments) use the transactional outbox pattern.

Service-to-service flowclientapi-gatewayorderspaymentsofferingweb-ui
CITATIONS
214
REVISIONS
38
LAST SYNC
2m
ON THIS PAGE
  • Service flow
  • Outbox pattern
  • Saga · order placement
  • Failure modes
playground.context-layer.dev/chatbot
LIVE
Order placement saga
Grounded in microservices-product-catalog
ASK AI
What happens if payments fails after inventory is reserved?
CONTEXT LAYER

Inventory rolls back via the compensating release_reservation action defined in the saga orchestrator. The transactional outbox guarantees exactly-once compensation even if the payment service crashes mid-flight.

orders / sagaorders/saga.py:42inventory/repo.py:118
AI is typing...
WikiCode+ Files
Ask anything grounded in your codebase…
GROUNDING
LIVE
orders / saga

The saga uses release_reservation as the compensating action when payment fails after inventory is held.

orders/saga.py:42
40def place_order(p):
41res = inventory.reserve(p)
42pay = payments.charge(...)
43# compensate on fail
Synced 2m ago
playground.context-layer.dev/generate
LIVE
DOCSGEN · 6 BUNDLES

Generate exportable docs

Structure & Architecture
PDF · MD · ready
Spec & Knowledge
PDF · MD · ready
Health & Risk
Agentify
PDF · MD · ready
Institutional Memory
PDF · MD · ready
Research Docs
PDF · MD · ready
LIBRARY
+ NEW
MD
API Catalog · v3
2m ago
PDF
Architecture Map
1h ago
MP3
Onboarding · Audio
3h ago
JSON
MCP Descriptors
1d ago

The Missing Layer

Everyone else builds forward. We build backward.

Cursor, Claude Code, and Copilot help writecode. Context Layer reverse-engineers the code that's already there — so both humans and agents can trust what they're building on.

The two halves close into a loop: developers ship into the codebase, Context Layer reads it back into shared knowledge, and that knowledge feeds the next round of work.

Forward / Backward engineering loopFORWARDBACKWARDAI-SDLCLOOP
HUMANDeveloper
ClaudeCursorCopilotGemini
FORWARD TOOLAI Agents
LEGACYCodebase
BACKWARD TOOL

Knowledge is better when it's contextual.

Try the playground and experience the full loop: understand the code, surface the signals, ask the questions, and export the results.