Product

The paved road for agents.

Opinionated containers with Auth, SSL and persistent state, plus the USP: an MCP so Claude can read logs, deploy and self-heal. Everything a generic cloud makes you assemble by hand, out of the box.

01 · The USP

Agents that debug
themselves.

denkops mcp · self-heal loopLIVE

✕ deploy agent-7f3 crashed · exit 1
▶ DenkOps(logs agent-7f3 --since 15m)
  62 hits · TypeError: rate is undefined · api/quote:41
▶ Read(api/quote)
  L41: total = base * rate   # rate unset on first run
▶ Edit(api/quote · fetch rate before first-run path)
▶ DenkOps(deploy)
✔ live · agent-7f3 healthy · 200 OK

DenkOpsauto deploy onagent-7f3 livelast run 2m · ↓ 4.2 MB

ai_hint

Every failure ships with a machine-readable ai_hint with the likely cause, the file, the line. Claude reads it and fixes forward without a human in the loop.

Debug MCP

Logs, metrics, deploy and rollback exposed as MCP tools. One-time token login; then your agent operates its own infrastructure.

02 · Capabilities

Everything a long
job needs.

Persistent state

Durable local disk

Survives redeploys and crashes. No external DB to wire up.

No timeouts

Runs until exit

Crawls, batch inference, overnight pipelines. No 15s guillotine.

Zero-trust egress

Blocked by default

Whitelist per domain. No leaking, no mining, no phone-home.

Auto-SSL

Live URL, instantly

Automatic TLS via Let’s Encrypt. Every deploy gets a secured subdomain.

Hard caps

Emergency brake

Per-slot CPU/RAM/egress caps + an abuse brake that trips automatically.

Any language

Fast & heavy lanes

Bun/Hono fast lane and Python/FastAPI heavy-AI lane. Or bring a container.

03 · CLI reference

The denkops
command.

denkops login	Store one-time MCP token (0600)
denkops deploy	Pack, build, ship → live URL
denkops logs	Stream logs with ai_hint
denkops rollback	Activate a previous version
denkops secrets	Set / list encrypted env
denkops egress	Manage the domain whitelist

$ denkops egress add api.openai.com
✔ whitelisted api.openai.com:443
 
$ denkops secrets set OPENAI_KEY=sk-…
✔ encrypted · applied on next deploy
 
$ denkops rollback v41
→ activated v41 · live in 1.2s

04 · Spec sheet

Read the spec.
Then decide.

Spec	DenkOps	Vercel Fn	AWS Lambda
Max run time	Unlimited	15 s	15 min
Persistent state	Local disk, durable	None	EFS (config)
Cold start	None (warm slot)	100–800 ms	Up to 5 s
Outbound traffic	Blocked by default, per-domain whitelist	Open	Open (VPC = config)
Setup	Zero config, any language	Framework presets	Zip or container
Pricing model	Per slot, flat	Invocations + GB-hrs	Requests + GB-s