hello-build-agent
Autonomous DevOps side-kick
Clones any public repo, indexes docs to Qdrant, asks an LLM to craft the optimal Dockerfile, then builds, self-repairs and logs every step.
✨ Key features
| 🧩 | Description |
|---|---|
| LLM-driven Dockerfile | Uses OpenAI (gpt-4o-mini* by default) to propose a minimal, working Dockerfile based on real file-tree analysis. |
| Self-healing loop | If the image fails to build, the agent feeds the error back to the LLM → receives a patch → retries ― until success or user input. |
| Qdrant ingestion & search | README and file-tree chunks are embedded and stored in Qdrant; you can query them later (query_qdrant). |
| Quota guards | Two env-controlled limits: QUOTA_TOKENS, QUOTA_FAILS ― agent pauses and asks the human before overspending. |
| Live Rich logs | Timestamp · action · comment · token-counter, neatly aligned and colourised. |
| CI/CD ready | GitHub Actions → PyPI wheel + Docker Hub & GHCR images on each vX.Y.Z tag. |
* Change the model with the MODEL env var or --model CLI flag.
🚀 Quick start
./quickstart.sh
build_logs/ and workspace/ are mounted on the host for inspection.
🛠️ CLI flags & env vars
| CLI flag / env | Default | Purpose |
|---|---|---|
--docker-host / DOCKER_HOST |
tcp://dind:2375 |
Where to talk to Docker daemon |
--qdrant-url / QDRANT_URL |
http://qdrant:6333 |
Qdrant instance |
--model / MODEL |
gpt-4o-mini |
OpenAI model name |
QUOTA_TOKENS |
10000 |
Ask human after this many tokens |
QUOTA_FAILS |
3 |
Ask human after N consecutive build errors |
DISABLE_HITL |
false |
true → fully autonomous, no prompts |
🧭 Architecture (90 sec overview)
CLI ─┬─ SystemPrompt (strict JSON contract)
│
├─ loop.py (LLM ↔ actions ↔ tracker/logs)
│ ├─ tracker ─── prints Rich log & enforces quotas
│ ├─ actions ─── clone, ingest, build, …
│ └─ logger ─── file logs (.log) for post-mortem
│
└─ docker_io.py ── minimal, tail-aware build helper
📜 License
This project is distributed under the MIT License (see LICENSE).
Made with ❤️ & LLM-powered automation.
1 maintainer
Metadata
1 maintainer
Release files for hello-build-agent 0.5.6
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| hello_build_agent-0.5.6.tar.gz | 1.2 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| hello_build_agent-0.5.6-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 1.2 MB
Release files / hello_build_agent-0.5.6.tar.gz
| Download URL | hello_build_agent-0.5.6.tar.gz |
|---|---|
| Size | 1.2 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
33147e6ef2bf6ef55965508955a95616060063afdde1c86a01030c61eb5df1d9
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
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Provenance
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Transparency logRelease files / hello_build_agent-0.5.6-py3-none-any.whl
| Download URL | hello_build_agent-0.5.6-py3-none-any.whl |
|---|---|
| Size | 13.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
b687c93b1a7eaf8e8d135b10f9bdc6cfb4a3764b0c93225a4a803110f4fd782e
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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? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jun 21, 2025.
Transparency log
