the context layer
for engineering.
klarhed grounds every review, every agent, and every new line of code in the context your team already has. fewer regressions. faster merges. reliable products by default.
- if (existing) {
- return existing.response;
- }
+ if (existing && !existing.expired) {
+ return existing.response;
+ }
await store.set(key, {
response,
- ttl: 60,
+ ttl: 60 * 60 * 24,
});regression risk. incident INC-241 (Mar 4) was caused by a 60s idempotency TTL colliding with retry storms. consider 24h, matching the fix that shipped in #391.
product context. support flagged 12 duplicate-charge tickets last quarter tied to this path. the expiry check aligns with LIN-1204.
approved with note. ready to merge. linked incident and support thread attached.
reliable code, without the tribal knowledge tax.
code represents the status quo of your product, but it doesn't know what's been debated, fixed, or deliberately left alone. klarhed does.
automated code review
every PR reviewed against your codebase history, incident log, and product decisions. not style nits, real risk.
end-to-end QA that remembers
flows generated from actual usage, replayed on every merge. regressions caught before they hit main.
context-aware generation
serve your agent the constraints it needs: past incidents, deliberate choices, product intent, over MCP or API.
three steps. no new place to check.
point it at your repos
install the github app or run the CLI. klarhed indexes your code, PR history, and CI signals, including across split repos (no monorepo required).
connect what you already run
grafana, sentry, pagerduty for reliability. linear, jira, github issues for intent. klarhed reads them; you don't manage a second knowledge base.
it shows up where you work
in PR reviews, in CI, in your editor over MCP, or as a plain API. your agents call it. your engineers barely notice it, until it saves them.
$ npx klarhed init ✓ detected 4 repos in the org ✓ linked sentry, linear, grafana ✓ indexed 148,203 commits · 3,412 PRs · 61 incidents → klarhed is now reviewing every PR $ klarhed context "why is retry TTL 24h?" → INC-241 (Mar 4): duplicate charges on retry storm → PR #391 merged the 24h TTL as the fix → LIN-1204 tracks the follow-up on idempotency keys
one graph. every signal your product runs on.
klarhed keeps the raw data so you can inspect it, and derives a structured graph agents can actually reason over. models will commoditize. your context won't.
- grounded in code as the source of truth
- enriched by every tool your team lives in
- queryable over API, MCP, github actions, or CLI
reliability and engineering context, first.
klarhed starts where reliability is decided: CI, observability, and on-call. new sources land as early-access teams ask for them.
the commitments we won't quietly walk back.
open source
the core is open. audit it, self-host it, extend it. no black boxes in your critical path.
access however you want
API, MCP, github actions, CLI. klarhed adapts to your stack, not the other way around.
european by default
built in europe, hosted in europe. GDPR-native. data residency is a switch, not a sales call.
ship reliable code.
klarhed remembers the rest.
we're onboarding a small group of early-access teams: engineering teams with real codebases, real incidents, and the appetite to shape the product with us.
klarhed.app · from europe, for engineering teams everywhere