Code Review
Reviews every pull request. Inline comments on changed lines, secret detection, suggested fixes. Replaces tools like CodeRabbit.
One agent. The work of four.
Your code, infra, and data — in one brain.
firstrespondr is one AI agent that reviews your pull requests, investigates production incidents, answers data questions, and runs engineering operations — all sharing the same memory across your stack.
50 runs / month, free forever. No credit card.
Code
PRs · diffs · repos
Infra
K8s · ArgoCD · alerts
Data
queries · schemas
What is firstrespondr?
One AI agent that does code review, incident response, data Q&A, and engineering ops — sharing one memory across all four.
firstrespondr is an agentic SRE and engineering platform built for software teams. It pairs a single AI agent with your existing tools — GitHub, GitLab, PostgreSQL, Kubernetes, ArgoCD, Jira, Confluence, Slack, PagerDuty — and uses one shared knowledge graph to remember everything that happens across your stack.
Most AI engineering tools own one slice of the workflow: a code reviewer, an incident assistant, a data analyst, a documentation bot. Each is its own bill, its own context, its own learning curve. firstrespondr does all four jobs from one agent, with one bill, and a memory that improves every week as it sees more of your work.
The agent runs in your environment via a lightweight infrastructure agent, asks before touching production, and produces a full audit trail for every action. Free forever for solo evaluation, with paid tiers from $199/month.
Four jobs, one agent
What it actually does
The agent moves across all four — sharing memory between every action.
Incident Response
Investigates alerts while you sleep. Pulls from logs, metrics, deploy history, and runbooks. Asks before touching production.
Data Analytics
Plain-English to SQL across your databases. Schema exploration, multi-database joins, no separate analyst tool.
Engineering Ops
Searches Jira and Confluence, drafts deploy and sprint summaries, generates runbooks from past incidents.
What an investigation actually looks like
A walkthrough of one incident. The agent investigates, calls the right tools, and asks before it touches production.
firstrespondr · investigating incident #847
payment-api · prod
Live
02:04 · PagerDuty
payment-api error rate at 12% over last 5 min. P1.
Investigating
Checking recent deploys, error logs, and DB pool metrics.
kubectl logs -n prod payment-api --since=10m | grep -i pool → ConnectionPool exhausted after 3 retries (47 occurrences)
Root cause found
Deploy v1.42 (08:30 UTC) added sync workers without resizing the pool. Same shape as incident #312 from May.
Approval required
Roll back to v1.41 and re-open issue #312 for the pool-size fix?
Approve Reject
This is a real flow shape. The agent investigates autonomously, but every destructive action waits for a human.
Setup
Three steps, then it runs.
- 01
Connect your stack
GitHub, your databases, Kubernetes clusters, Jira. Each integration extends what the agent can do.
- 02
Write your rules
Drop a markdown rules file into your workspace. The agent reads it before every action — escalation paths, no-touch tables, style guides.
- 03
It learns from every run
Every PR review, incident, and query feeds the same knowledge graph. Recurring patterns — same flaky table, same deploy hazard — get faster, more grounded answers over time.
Integrations
Connects to your entire stack
firstrespondr plugs into the tools your team already uses — cloud or on-prem, with a single agent for your private network.
Available today
GitHub
Code & PRs
GitLab
Code & MRs
Atlassian
Jira & Confluence
PostgreSQL
Databases
Kubernetes
Clusters
ArgoCD
Deployments
Google Chat
Notifications
Coming soon
Slack
Notifications
PagerDuty
Alerts
Grafana
Dashboards
Prometheus
Metrics
Datadog
Observability
Sentry
Errors
Elasticsearch
Logs & search
AWS
Cloud
Google Cloud
Cloud
Cloud or on-prem
SaaS tools connect directly. Internal tools route through a lightweight agent in your network — no VPN or firewall changes.
Per-environment routing
Scope each connection to dev, staging, or production. Investigations automatically use the right credentials for the right environment.
Approval-gated
Read access is broad. Anything destructive — rolling back, mutating data, paging humans — waits for explicit approval.
Trust
Built for production.
Asks before touching prod
Anything destructive routes through human approval, configurable per environment.
Full audit trail
Every tool call, every decision, every output is logged and traceable.
Run inside your VPC
A lightweight infrastructure agent connects out from your network. Zero inbound, your secrets stay yours.
Why we built it
We built firstrespondr to be there when we're not — and to be there so we don't have to be.
Try it on your stack tonight. Five-minute install, 50 runs a month free forever — no card, no expiration.