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Dev Guru

PyPI Python

See your code. Understand it. Change it with confidence.

Point Dev Guru at a Python project and get one offline HTML explorer:

  • a 3D constellation of files you can orbit, where imports pull and packages cluster;
  • the flow of dependencies;
  • the blast radius of a change;
  • who calls what, and where the hotspots are;
  • a guided tour, with the source one click away.

Everything is computed locally by Ananke Plexus, and the report is a single file you can share like a PDF.

pip install dev-guru
dev explore path/to/project -o explorer.html --open

Dev Guru running dev doctor and dev explore

Documentation and a live demo → · Dev Guru on PyPI →: the site's hero runs the real report of Dev Guru exploring its own source.

What's in a report

View Question it answers
✦ Constellation What's here? A 3D force-directed graph: drag to orbit, hover to light up imports
⇶ Flow What depends on what? Entry side to foundations; cycles glow rose
◎ Impact What breaks if this changes? Blast-radius rings over importers and callers
ƒ Calls Who calls in, and what goes out? A symbol-level ego network
▦ Hotspots Where is change expensive? A treemap of size against how depended-on a file is
☄ Tour Show me around: a narrated walk through the codebase

Plus search (/), a command palette (Ctrl/⌘ K), a source inspector, a light and dark theme, and shareable URLs. Reports are offline and view-only, treat source as text, and carry a manifest with the input digest and the Git revision. See report safety.

More than the explorer

dev present talk.md                  # Markdown slides → one offline, accessible HTML deck
dev diagram docs/arch.md             # an animated SVG of what a document states, every edge cited
dev explore . --profile public       # a report safe to publish: no source, docstrings or Git revision
dev sources                          # capabilities from your folders, private Git and Dex Trove
dev serve                            # a local, authenticated gateway to Ananke for browsers
dev learning review NAME             # review what Ananke learned before it becomes reusable

From Python

from dev_guru import GuruClient

with GuruClient(workspace="path/to/project") as guru:
    result = guru.explore()
    guru.export(result, output="explorer.html")

How it fits together

Repository Role
Dev Guru (this repo) The product: CLI and SDK, report view models and renderers, later a local web UI
Ananke Plexus The harness: code graph, analysis, workflows, policy, runs and evidence
Dex Trove Optional capability memory: curated skills, agents, instructions and workflows

Dev Guru never analyses code itself: every domain operation goes through one client port to Ananke, and Dex is never required. See Architecture and How Dev Guru talks to Ananke.

Quality gates

make verify             # ruff, ruff format, strict mypy, pytest
make acceptance-wheel   # capability scenarios on the built wheel, including real-Chrome report journeys
make scan               # gitleaks, pip-audit, GuardDog and Bandit on dist/

Licence

Apache-2.0. See LICENSE.

Metadata

Release files for dev-guru 0.3.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for dev-guru 0.3.0
File Size Uploaded Provenance Actions
dev_guru-0.3.0.tar.gz 85.1 kB Without provenance Details for dev_guru-0.3.0.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for dev-guru 0.3.0
File Interpreter ABI Platform Actions
dev_guru-0.3.0-py3-none-any.whl Python 3 none any Details for dev_guru-0.3.0-py3-none-any.whl

Total release size: 165.2 kB

Release files / dev_guru-0.3.0.tar.gz

Download URL dev_guru-0.3.0.tar.gz
Size 85.1 kB
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Release files / dev_guru-0.3.0-py3-none-any.whl

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Size 80.1 kB
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Uploaded via uv/0.8.22

Security for dev-guru 0.3.0

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.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

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To learn more about protecting yourself from malicious actors, visit our package security documentation.

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