Runtime Intelligence

Reviews that know your production reality

Mergic ingests your Datadog, Sentry, PagerDuty, and OpenTelemetry — so every PR review reasons about real blast radius, latency regressions, and the incidents that happened the last time this code path changed.

The incident-trained reranker

The bug that’ll page someone at 2 a.m.

Mergic’s reranker is trained on millions of historical PR comments labeled by whether they correlated to a real production incident. Findings are prioritized by likelihood of breaking production — not by where they fit in a checklist.

Datadog · New Relic

Error rates, latency, and saturation pulled in for every changed code path.

Sentry · Bugsnag

Recent exceptions on the path you’re changing — flagged in the review.

PagerDuty · Opsgenie

Past incidents tied to the code path — so the reviewer knows what broke last time.

OpenTelemetry

Vendor-neutral trace ingestion. Honeycomb, Grafana Cloud, Tempo all supported.

Blast-radius scoring

Quantifies how many services, customers, and on-call rotations a PR could affect.

Postmortem learning

Ingests your incident postmortems and flags PRs that repeat past failure modes.

The reviewer remembers what broke

If a function caused an incident in the last 90 days, Mergic flags every PR that touches it — with a link to the postmortem, the responsible commit, and the patch that resolved it.

  • Auto-ingests Notion, Confluence, and Jira postmortems
  • Links findings to the originating incident
  • Blocks merge for paths that paged in the last 7 days (configurable)
 incident history
  this function paged on-call  in 90d
  last incident: INC-1842
    severity: high
    duration: 47 min
    root cause: webhook replay
  patch:    PR-2104 (3 weeks ago)

verdict   block-merge recommended
link      runbooks/billing/refund.md

Latency & cost regressions, before they ship

Mergic correlates code changes with p99 latency and per-request cost. When a refactor would 2× your database round-trips on a hot path, you’ll know before merge.

  • p50 / p95 / p99 latency deltas on every PR
  • Per-endpoint cost estimates (DB calls, external API, LLM tokens)
  • Automatic load-test recommendations for high-risk changes
latency     /v1/orders
  p50    +12ms   (baseline 38ms)
  p95    +84ms   (baseline 210ms)
  p99    +340ms   (baseline 480ms)

cost        per-request
  db calls   2 → 5      +150%
  est. usd   $0.0009 → $0.0021

FAQ

Datadog, Sentry, New Relic, PagerDuty, Opsgenie, Honeycomb, Grafana Cloud, Tempo, Lightstep, and any OpenTelemetry-compatible backend.
Only what’s scoped to the code paths in a PR. We don’t mirror your metrics — we query on demand and cache the results. Typical telemetry cost: <$50/mo for a 100-engineer org.
Yes — Notion, Confluence, GitHub Wiki, or a custom Markdown repo. Mergic indexes once, then incrementally on every write.

Catch the 2 a.m. bug at 2 p.m.

Connect Datadog or Sentry. See the next risky PR through the lens of your own production telemetry.

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