Orchestrator · front door
Head Chef
Runs the pass. Takes requests, routes work to the right station, and keeps the whole service on schedule. The one you talk to.
OpenClaw gateway · always on
Pantheon · Autonomous multi-agent system
The kitchen never
closes.
Four agents run a job radar for AI-engineering roles — scouting postings, judging fit, verifying every link, and writing the brief. It runs itself, on schedule, on $0 of cloud spend.
- Candidates scouted
- 43
- Postings verified
- 8
- Service time
- 46 sec
- Monthly cost
- $0.00
The crew
Four stations, one pass.
Every service runs the same brigade. Each agent owns a station and hands off to the next — with audits at every step.
Scout · sourcing
Forager
Works the market every Monday, Wednesday, and Friday. Pulls candidates from job APIs, then judges each one for fit — no flaky browsing, just reliable collection plus LLM judgment.
RemoteOK + HN “Who’s Hiring”
Analyst · writing
Line Cook
Turns verified postings into the brief: fit notes, honest caveats, and a skill-gap table with concrete next steps. Written for a data analyst becoming an AI engineer.
Briefs filed after every service
Auditor · quality
Expediter
Nothing leaves the kitchen unverified. Every link is fetched live — HTTP 200 or it doesn’t ship. Dedupes against everything ever seen, enforces the schema, retries on failure.
8 / 8 links verified last service
How a service runs
From market to table in under a minute.
Fully scheduled. No human in the loop until the brief lands in chat.
-
08:00
Forager sources
Deterministic pull from the RemoteOK API and the Hacker News “Who is hiring?” thread. Regex prefilter for AI/agent roles.
-
08:00
Forager judges
An LLM scores each candidate for fit against the career goal — with JSON repair and retry when it returns prose instead of data.
-
08:01
Expediter verifies
Every surviving URL is fetched live. Dead links are rejected, duplicates against the seen-log are dropped.
-
08:01
Line Cook writes
Fit notes, caveats, a skill-gap table, and “also worth a look.” The brief is filed and archived.
-
08:08
Brief delivered
The new brief lands in chat — automatically, three mornings a week. Failures page the owner; there’s a one-command kill switch.
Tonight’s special
The latest brief
Served fresh from the last run. This is the real output — unedited.
Plating the latest brief…
Under the hood
Fine dining on a $0 budget.
Every layer of the stack is free-tier or open source. The constraint was absolute: never incur any charges.
| Layer | What runs there | Cost |
|---|---|---|
| Compute | Oracle Cloud Always Free — 2 OCPUs, 12 GB RAM, ARM | $0.00 |
| OS | Ubuntu 24.04 LTS Minimal | $0.00 |
| Orchestration | OpenClaw + Hermes gateways as systemd services | $0.00 |
| Model | Ollama Cloud · gpt-oss:120b (free tier) | $0.00 |
| Sourcing | RemoteOK + Hacker News public APIs | $0.00 |
| Serving | nginx on the same box you’re reading this from | $0.00 |
| Total | per month, every month | $0.00 |
Operations
- Schedule — Mon / Wed / Fri, 08:00 America/Chicago
- Kill switch —
~/pantheon/STOP.shhalts schedules and active runs; tested end-to-end - Retries — empty-selection recall, JSON repair, per-URL retry with dead-letter queue
- Audit trail — every run archives candidates, brief, audit report, and logs
Live status
- Head Chef gateway
- …
- Hermes gateway
- …
- Last service
- …
- Next service
- …
- Dead-letter queue
- …