Skip to main content

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 web interface: live runs, the code graph, your capabilities
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")

In your browser

dev serve opens a web interface to what Ananke computes. It shows what's connected, starts and follows runs (which survive a reload or a lost connection, and stop only when you press Cancel), browses the code graph, and searches your capabilities. It listens only on your computer, only the link it prints gets in, and it needs no Node: everything comes from the Dev Guru package on PyPI. See The local gateway.

What's released and what's coming next is in the roadmap.

How it fits together

Repository Role
Dev Guru (this repo) The product: CLI and SDK, report view models and renderers, a local web interface
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 journeys
make web-journeys       # just the web interface, in real Chrome, on a temporary workspace
make scan               # gitleaks, pip-audit, GuardDog and Bandit on dist/

Licence

Apache-2.0. See LICENSE.

Metadata

Release files for dev-guru 0.8.0

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 0.8.0
File Size Uploaded Provenance Actions
dev_guru-0.8.0.tar.gz 143.5 kB Without provenance Details for dev_guru-0.8.0.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for dev-guru 0.8.0
File Interpreter ABI Platform Actions
dev_guru-0.8.0-py3-none-any.whl Python 3 none any Details for dev_guru-0.8.0-py3-none-any.whl

Total release size: 281.5 kB

Release files / dev_guru-0.8.0.tar.gz

Download URL dev_guru-0.8.0.tar.gz
Size 143.5 kB
Tags Source
SHA-256 checksum
How to use checksums
32d1705344263ca3f3dd3cd2f5748041b5b73d5523670467037e4e3863b53158
BLAKE2b-256 checksum
How to use checksums
f97b6fecf5dd072d2a5ff4a7d384d3c84a0daf14537bf41ef350c75104e478f5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.8.22

Release files / dev_guru-0.8.0-py3-none-any.whl

Download URL dev_guru-0.8.0-py3-none-any.whl
Size 138.0 kB
Tags Python 3
SHA-256 checksum
How to use checksums
56c6a62ca43b04338bb9754f0d7dd2077950c8d9fe93bfa236a59ea4688ee23f
BLAKE2b-256 checksum
How to use checksums
e8233d19f3f0092d1e529fb45e9ad11614eae053343fce95610484fa9c660411
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.8.22

Security for dev-guru 0.8.0

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

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

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

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page