Comparison
adk-python vs envd
Verdict
Pick adk-python if adk-python provides tools for developing sophisticated AI agents with a focus on flexibility and control, particularly suited for multi-agent systems; pick envd if envd is a tool for creating reproducible development environments using Docker, suitable for both human developers and AI agents.
Markdown twin · adk-python alternatives · envd alternatives
GraphCanon updated Sep 20, 2026
7views this month
Trust & integrity
| Signal | adk-python | envd |
|---|---|---|
| Maintenance | Very active (0d since push) As of Aug 19, 2026 · github_public_v1 | Steady (55d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 19, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | Published findings As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- adk-python
- A Python toolkit for building, evaluating, and deploying AI agents
- envd
- Reproducible development environment for humans and agents
Stars
- adk-python
- 21k
- envd
- 2.2k
Forks
- adk-python
- 3.9k
- envd
- 168
Open issues
- adk-python
- 566
- envd
- 139
Language
- adk-python
- Python
- envd
- Go
Adopt for
- adk-python
- adk-python provides tools for developing sophisticated AI agents with a focus on flexibility and control, particularly suited for multi-agent systems.
- envd
- envd is a tool for creating reproducible development environments using Docker, suitable for both human developers and AI agents.
Persona
- adk-python
- -
- envd
- -
Runtime
- adk-python
- -
- envd
- -
License
- adk-python
- adk-python is available under the Apache-2.0 license, allowing both commercial and non-commercial use with appropriate attribution.
- envd
- Apache-2.0
Last pushed
- adk-python
- Aug 18, 2026
- envd
- Jul 25, 2026
Categories
- adk-python
- AI Agents
- envd
- Developer Tools
Trust and health
Maintenance
- adk-python
- Very active (96%)
- envd
- Steady (60%)
Days since push
- adk-python
- 0d
- envd
- 55d
Open issues (now)
- adk-python
- 566
- envd
- 139
Stars delta
- adk-python
- +522 (30d)
- envd
- +16 (30d)
Open issues delta
- adk-python
- -76 (30d)
- envd
- +2 (30d)
OSV dependency advisories
- adk-python
- No lockfile (source not queried)
- envd
- Published findings
Full report
- adk-python
- Trust report
- envd
- Trust report
Typed relationship
adk-python integrates envdBoth provide toolkits for creating advanced AI solutions, though they focus differently: google-adk-python for Python-based deployments, tensorchord-envd for environment setup and management.
Choose adk-python if…
- adk-python is primarily Python; envd is Go.
- Requirements: Requires Python 3.10+ for installation..
- Both provide toolkits for creating advanced AI solutions, though they focus differently: google-adk-python for Python-based deployments, tensorchord-envd for environment setup and management.
- Tags unique to adk-python: agentic, ai-agents, multi-agent-systems.
- Also covers AI Agents.
- You are working on multi-agent systems where multiple AI agents need to collaborate or interact effectively. adk-python offers specific support for defining and orchestrating multi-agent workflows.
When NOT to use adk-python
- If your project does not involve multi-agent interactions or complex orchestration of multiple agents, other frameworks might offer more streamlined solutions.
- You prefer using out-of-the-box solutions with less coding complexity. adk-python's code-first approach is best suited for developers looking to deeply customize agent behavior and interactions.
Choose envd if…
- envd is primarily Go; adk-python is Python.
- Requirements: Requires Docker; Docker version 20.10.0 or above is required..
- Both provide toolkits for creating advanced AI solutions, though they focus differently: google-adk-python for Python-based deployments, tensorchord-envd for environment setup and management.
- Tags unique to envd: buildkit, code-agent, codex, docker.
- Also covers Developer Tools.
- When you need a tool that supports both human developers and AI agents for creating reproducible development environments.
When NOT to use envd
- If your project does not require Docker or you are working with a version of Docker below 20.10.0.
- When you prefer a tool that does not involve bootstrapping or additional setup steps beyond installation.
- If you are looking for a tool that does not support or integrate with AI agents in the development environment.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (google/adk-python) · observed Sep 20, 2026
- GitHub forks (google/adk-python) · observed Sep 20, 2026
- Last push (google/adk-python) · observed Aug 18, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (tensorchord/envd) · observed Sep 20, 2026
- GitHub forks (tensorchord/envd) · observed Sep 20, 2026
- Last push (tensorchord/envd) · observed Jul 25, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: adk-python 21k · envd 2.2k (synced Sep 20, 2026).
Common questions
- What is the difference between adk-python and envd?
- adk-python: A Python toolkit for building, evaluating, and deploying AI agents. envd: Reproducible development environment for humans and agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose adk-python over envd?
- Choose adk-python over envd when adk-python is primarily Python; envd is Go; Requirements: Requires Python 3.10+ for installation.; Both provide toolkits for creating advanced AI solutions, though they focus differently: google-adk-python for Python-based deployments, tensorchord-envd for environment setup and management; Tags unique to adk-python: agentic, ai-agents, multi-agent-systems; Also covers AI Agents; You are working on multi-agent systems where multiple AI agents need to collaborate or interact effectively. adk-python offers specific support for defining and orchestrating multi-agent workflows.
- When should I choose envd over adk-python?
- Choose envd over adk-python when envd is primarily Go; adk-python is Python; Requirements: Requires Docker; Docker version 20.10.0 or above is required.; Both provide toolkits for creating advanced AI solutions, though they focus differently: google-adk-python for Python-based deployments, tensorchord-envd for environment setup and management; Tags unique to envd: buildkit, code-agent, codex, docker; Also covers Developer Tools; When you need a tool that supports both human developers and AI agents for creating reproducible development environments.
- When should I avoid adk-python?
- If your project does not involve multi-agent interactions or complex orchestration of multiple agents, other frameworks might offer more streamlined solutions. You prefer using out-of-the-box solutions with less coding complexity. adk-python's code-first approach is best suited for developers looking to deeply customize agent behavior and interactions.
- When should I avoid envd?
- If your project does not require Docker or you are working with a version of Docker below 20.10.0. When you prefer a tool that does not involve bootstrapping or additional setup steps beyond installation. If you are looking for a tool that does not support or integrate with AI agents in the development environment.
- Is adk-python or envd more popular on GitHub?
- adk-python has more GitHub stars (21,180 vs 2,230). Stars measure visibility, not whether either tool fits your constraints.
- Are adk-python and envd open source?
- Yes - both are open-source projects on GitHub (adk-python: Apache-2.0, envd: Apache-2.0).
- Where can I find alternatives to adk-python or envd?
- GraphCanon lists graph-backed alternatives at adk-python alternatives and envd alternatives (adk-python markdown twin, envd markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, adk-python or envd?
- adk-python: Very active. envd: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for adk-python and envd?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: adk-python trust report; envd trust report.