Lucerna
Greek: ἡγεμών (hēgemṓn) — the organizing intelligence
Self-regulating autonomous AI work orchestrator. Dispatches LLM agent waves, manages budget headroom, and runs cross-model quality review.
What it does
Lucerna runs 24/7 as a daemon, checking for budget headroom every 30 minutes. When surplus exists, it dispatches autonomous AI work waves. When resources thin, it stops — ensuring interactive sessions always have priority.
Safety nets
- Live budget check before each dispatch cycle
- Morning deadline — stops dispatching before your workday starts
- Max waves cap — bounded damage per cycle
- Circuit breaker — stops after consecutive failures
- Cross-model quality review — independent models review each wave's output
Cross-model review
After each wave, Lucerna dispatches the manifest to multiple LLM CLI tools (Gemini CLI, Codex CLI) for independent quality review. Only cross-model disagreements surface to the human operator — you're the tiebreaker, not the reviewer.
Status
Alpha — currently tightly coupled to the author's personal AI stack. Generalisation in progress.
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for lucerna 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| lucerna-0.1.0.tar.gz | 1.6 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| lucerna-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 4.1 kB
Release files / lucerna-0.1.0.tar.gz
| Download URL | lucerna-0.1.0.tar.gz |
|---|---|
| Size | 1.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.13.12
|
Release files / lucerna-0.1.0-py3-none-any.whl
| Download URL | lucerna-0.1.0-py3-none-any.whl |
|---|---|
| Size | 2.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
8a2a9d4fa98c4c3275d27b466542c474b70a542570146f0de74c483acca34a3a
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|
BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.13.12
|
Security for lucerna 0.1.0
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No provenance found
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