Self-healing software

Fix all bugs today 🚀

Prilog connects logs, traces, and GitHub issues to your codebase, investigates bugs, and prepares fixes for engineering review.

  • Import GitHub issues. Start fixing immediately.
  • Free codebase analysis finds bugs worth fixing.
  • No monitoring? Get free observability with OTEL.
Meet Pip

Little bot.
Big fixes.

Always on bug duty.
Merged open-source fixes keycloak/keycloak · Java
Merged

Prevent upgrade crashes during realm migration

Clear managed models after flushing each realm so migration does not reuse stale cached entities.

CLI quickstart

Up and running in one command

Connect your repository and start fixing bugs from your terminal.

$brew install prilog-ai/tap/prilog
$curl -fsSL https://raw.githubusercontent.com/prilog-ai/prilog-cli/main/install.sh | sh
›then run prilog login to connect your workspace
5 minaverage fix time

Fully automated, end to end

From bug to tested pull request. You choose when to merge.

Freecodebase analysis

Find bugs worth fixing

Scan your codebase for hidden bugs, then choose which to fix.

Freeobservability

No monitoring? Start here.

Capture errors and traces with OpenTelemetry. No existing tool needed.

“Other tools give you a diagnosis. Prilog gives you the cure: a reviewed PR your team can actually ship.”
// THE PRILOG THESIS
Product

Your bugs. Found, fixed, and ready to merge.

Start with GitHub issues, a free codebase scan, or production errors. Prilog handles the fix.

01 / IN

Issues, code, or production errors

Import GitHub bugs to fix now, scan your codebase for free, or connect monitoring.

GitHub Issues Datadog SigNoz Honeycomb New Relic Nightwatch OpenTelemetry AWS GCP Azure
02 / ENGINE

Automated fixes, ready to review

Prilog finds the cause, writes the patch, runs checks, and opens a pull request.

Prilog OpenAI Anthropic Ollama + memory graph
03 / OUT

Reviewed PRs & tasks

Draft PR-ready patches into GitHub or GitLab, or route the next step to Jira, Linear, or GitHub Issues.

GitHub GitLab Bitbucket Jira Linear
Memory

A self-healing system, not a one-shot fix.

Prilog is designed to remember how your system fails across services, dependencies, and deploys, how your team reviews fixes, and which remediations actually survive deployment.

A model can generate a patch from a prompt. Prilog connects incidents, repos, service dependencies, review feedback, and recurrence into a production remediation graph so every approved fix makes the next incident faster to resolve.

How it works

Detect. Map. Fix.

Import existing bugs or discover new ones. Prilog maps the cause, tests the fix, and opens a pull request.

503 · recurring Duplicate capture on payment retry · checkout-api
Live trace
Step 01 · Detect
12:04:31 ERROR checkout-api capture timeout from payment gateway ×47
12:04:31 WARN retry scheduled · attempt 2 / 3
12:04:33 ERROR duplicate capture detected · order_8842
… 12,400 similar lines clustered into one incident
47 occurrences in 24h
2.4× over baseline
6 services scanned

Prilog ingests production logs and traces and surfaces the recurring incidents that warrant a fix, not every transient blip.

Pricing

Pay per fix. Start free.

Codebase analysis and OpenTelemetry monitoring are free. Pay only for publishable fixes.

Usage based Pay per fix
$8 per publishable fix
12 fixes
Estimated monthly cost $72

3 free fixes applied (−$24)

Included
  • Your first 3 publishable fixes are free
  • Free codebase analysis
  • Free OpenTelemetry monitoring
  • Start with as little as 1 fix for $8
  • Unlimited projects, services, repositories, and teammates
  • Set a monthly fix limit at any time
  • Human-in-the-Loop review on every fix
Start for free

No credit card required. No subscription bundle. Pay only for publishable fixes used that month.

Enterprise Custom pricing for tailored requirements
  • Custom commercial terms
  • Volume commitments and invoicing
  • SSO/SAML & SLA
  • On-prem support
  • Advanced compliance
Book a demo
Integrations

Built for your stack.

Use your existing tools or start with free OpenTelemetry monitoring. Import GitHub issues to begin fixing right away.

Datadog
SigNoz
Railway
AWS CloudWatch
Google Cloud Logging
Azure Monitor
OpenTelemetry
New Relic
Sentry
Laravel Nightwatch
Grafana Loki
Honeycomb
Dynatrace
Splunk
Elastic Observability
GitHub
GitLab
Jira
Linear
Slack
Bitbucket
GitHub Issues
Grafana Alloy
Grafana Tempo
Jaeger
Zipkin
Fluent Bit
Fluentd
Vector
Logstash
Beats / Filebeat / Winlogbeat
Promtail
Kafka / Redpanda / Confluent Cloud
AWS Kinesis / Firehose
GCP Pub/Sub
Azure Event Hubs
S3 Log Archives
GCS Log Archives
Azure Blob Log Archives
Coralogix
Sumo Logic
Logz.io
Axiom
Better Stack
Mezmo / LogDNA
Sematext
Cribl
Chronosphere
Observe
ServiceNow Cloud Observability / Lightstep
AppDynamics
IBM Instana
SolarWinds Observability
Dash0
Groundcover
Middleware
Highlight.io
HyperDX
Uptrace
AWS X-Ray
Google Cloud Trace
Azure Application Insights Traces
Cloudflare Logs / Workers
Vercel Logs
Netlify Logs
OpenSearch Observability
Graylog
OpenObserve
Apache SkyWalking
Quickwit
VictoriaLogs
qryn
Rollbar
Bugsnag
Honeybadger
Raygun
LogRocket
FullStory
Firebase Crashlytics
Instabug
Embrace

No monitoring required

Use free OpenTelemetry monitoring, or connect the tools you already have.

Reviewed PRs out

Draft fixes straight into GitHub or GitLab once the issue is mapped to code.

Route follow-up cleanly

Send the next step to GitHub Issues, Jira, or Linear when backlog is the better answer.

Enterprise security

Security taken seriously.

Prilog is tenant-scoped, encrypted, and built to minimise sensitive data exposure.

Simple, enterprise-ready controls

Customer data stays scoped, encrypted, and behind human-reviewed safety guardrails. Never used to train models.

  • Tenant-scoped data and remediation context
  • PII and sensitive values stripped or redacted before analysis
  • Data and credentials encrypted at rest by default
  • Human approval and policy guardrails on every fix
  • Customer data is never used for model training
Available
GDPR support

EU data residency, DPA/SCC support, data-subject-request assistance, and DPIA materials available on request.

Mapped
ISO/IEC 27001 alignment

Controls mapped to ISO/IEC 27001. Certification planned; not yet certified.

In progress
SOC 2 readiness in progress

Controls mapped to AICPA Trust Services Criteria. Evidence collection in progress; independent audit/report not yet issued.

On request
Enterprise security review ready

Security questionnaire, DPA, subprocessor list, architecture summary, and DPIA support available on request.

World without bugs

Bring your bugs. We'll fix them.

Import GitHub issues or start with a free codebase scan. No monitoring required.