Pre-Deploy Consequence Intelligence

Predict the moment.
Guard the momentum.

SwarmWarn scans your repo, migrations, routes, and deployment surface to find what a build can break before it reaches production. Built for teams shipping software written largely by AI builders — where the diff that ships is not always the diff a human last reviewed.

Request access View Container Sizing Open dashboard →
Surfaces watched
Repo · DB · Routes · Build
Output
Structured fix plans
Posture
Pre-deploy, not post-incident
Pre-Deploy Readout build #4291
schema_drift users.role narrowed: text → enum
container_sizing bundle 412MB / ceiling 512MB · +47MB this week
route_surface 34 routes · 0 edge runtime conflicts
erasure_guard protected surfaces intact (12/12)
deploy_verdict hold — clear schema_drift before promote
Illustrative readout · not a live feed Hold
Seven Detectors · One Verdict

Named walls before promotion. Not pagers after.

SwarmWarn modules are focused detectors that read the repository, the database, the routes, and the deployment surface, then deliver a single named verdict for every candidate build.

MOD 01

Schema Drift Watch

Continuously compares the schema declared in code against the migrations actually running in your database. Surfaces narrowed columns, dropped indexes, and silent type changes before they reach production.

Monitored signals
Declared vs. live schema differences
Type renaming without migration check
Drizzle / Postgres / Aurora reconciliation
Postgres Supabase AWS Aurora Drizzle
MOD 02

Container Sizing Watch

Measures bundle size, dependency pools, and cached route weight against your target host ceilings. Knows the platform limits before the platform does.

Monitored signals
Bundle pressure vs. platform ceiling
Preview vs. deploy containment drift
Edge function payload budgets
Cloudflare Vercel OpenNext Next.js
MOD 03

Deployment Wall Scan

Reads the deployment surface — routes, edge runtime constraints, environment variables, platform limits — and flags which specific wall will block this candidate build.

Monitored signals
Edge runtime constraint limits
Missing env or path boundaries
Next.js route segment incompatibilities
Vercel Cloudflare Workers Next.js routes
MOD 04

AI Builder Erasure Guard

AI builders rewrite files. Sometimes they delete what was shipped yesterday. Erasure Guard tracks high-value surfaces and warns when code is removed or silently overwritten.

Monitored signals
Quiet feature deletion by AI copilots
Unintended dependency dropovers
Route-level surface diff trail
High-value surfaces GitHub Diff trail
MOD 05

Dashboard Evidence Guard

Every reading is timestamped, sourced, and cryptographically chained to its source build. No metric exists without provenance — including the dashboards you show your board.

Monitored signals
Source-of-truth attestation per row
Reading provenance + retention
Anti-tamper readout chain
Provenance Read-only Evidence
MOD 06

Fix Plan Reports

Every detection produces a structured fix plan: what broke, where, the minimum recovery path, the rollback instructions. No vibes — just the named wall and the next step.

Monitored signals
Automated recovery route generation
Rollback path safety validation
Minimum-change diffs for promotion
Structured Markdown PR-ready
See all detectors → Services
Two outcomes · one product

Predict the moment.
Guard the momentum.

Two ways teams use SwarmWarn day-to-day: pre-promotion verdicts that stop bad ships, and continuous coverage that keeps your release train moving.

The verdict

Pre-Promote Verdicts

Stop the ship when a wall is named. Promote with certainty when every detector clears. One verdict object replaces a release-night Slack thread.

Rules-firstPre-deployNamed walls
The coverage

Continuous Coverage

Background scans across repo, DB, routes, and deploy surface — running on every push from your AI builder and your humans alike, so drift never accumulates quietly.

GitHubSupabaseVercelCloudflare

Designed for the ecosystems you ship on

GitHub Supabase Postgres Cloudflare Workers OpenNext Vercel AWS Aurora Stripe OpenRouter Next.js
How it works

From candidate build to named verdict.

Four phases. Each phase is deterministic before it is intelligent. AI explains findings — it never invents them.

  1. Connect

    Read-only access to repo, database, and target deployment surface. No secrets leave your environment.

  2. Scan

    Detectors run against the candidate build: schema, container sizing, route surface, erasure baseline.

  3. Verdict

    Each detector returns a named wall or a clean pass. The aggregate verdict is the only thing your pipeline checks.

  4. Fix plan

    If a wall is named, SwarmWarn returns the minimum-change recovery path and a rollback route — PR-ready.

⚙ Operating principles · interactive readout SYS_VIEW_01
posturestops the ship — never wakes the pager
surfacecandidate build · pre-promotion
triggerevery PR · every AI builder push
outputverdict + fix plan, ready to merge
runtime~12s typical · 60s ceiling
Container Sizing Plans

Three plans. One amber verdict.

From background coverage to active recovery to full command-surface integration.

Level 1 · coverage

Sizing Watch

$79/ month
  • Background container sizing scans
  • Single deployment surface
  • Verdict-only readouts
Choose Watch
Recommended
Level 2 · active recovery

Sizing Recovery

$249/ month
  • Everything in Watch
  • Structured Fix Plan reports
  • Multi-surface coverage (Vercel + Cloudflare)
  • Retention + readout history
Choose Recovery
Level 3 · command

Sizing Command

$599/ month
  • Everything in Recovery
  • Unlimited scans + retention
  • Dashboard Evidence Guard included
  • Engineering-direct channel
Choose Command
Ready when you are

Put a named wall between your AI builder and your live deploy button.

Request access for your team. We'll route you through container sizing first — it's where most teams find their first wall.

Request access Talk to engineering