Comparison
atomic-agents vs bernstein
Verdict
Pick atomic-agents if atomic agents streamline the creation of AI agents with modular integrations, making it ideal for Python-centric projects requiring flexibility and ease-of-use in agent development; pick bernstein if bernstein is an open-source framework for governing and orchestrating AI agents, allowing users to write rules declaratively and enforce them with verifiable and replayable records.
Markdown twin · atomic-agents alternatives · bernstein alternatives
GraphCanon updated Sep 20, 2026
6views this month
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Trust & integrity
| Signal | atomic-agents | bernstein |
|---|---|---|
| Maintenance | Very active (1d since push) As of Aug 17, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Aug 17, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) 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
- atomic-agents
- Building AI agents, atomically
- bernstein
- Governance and orchestration framework for AI agents
Stars
- atomic-agents
- 6.2k
- bernstein
- 1.2k
Forks
- atomic-agents
- 533
- bernstein
- 164
Open issues
- atomic-agents
- 4
- bernstein
- 367
Language
- atomic-agents
- Python
- bernstein
- Python
Adopt for
- atomic-agents
- Atomic agents streamline the creation of AI agents with modular integrations, making it ideal for Python-centric projects requiring flexibility and ease-of-use in agent development.
- bernstein
- Bernstein is an open-source framework for governing and orchestrating AI agents, allowing users to write rules declaratively and enforce them with verifiable and replayable records.
Persona
- atomic-agents
- -
- bernstein
- -
Runtime
- atomic-agents
- -
- bernstein
- -
License
- atomic-agents
- MIT
- bernstein
- Apache-2.0
Last pushed
- atomic-agents
- Aug 16, 2026
- bernstein
- Sep 18, 2026
Categories
- atomic-agents
- AI Agents, LLM Frameworks
- bernstein
- AI Agents
Trust and health
Days since push
- atomic-agents
- 1d
- bernstein
- 0d
Open issues (now)
- atomic-agents
- 4
- bernstein
- 367
Stars delta
- atomic-agents
- +134 (30d)
- bernstein
- +426 (30d)
Open issues delta
- atomic-agents
- -2 (30d)
- bernstein
- +292 (30d)
Owner type
- atomic-agents
- User
- bernstein
- Organization
OSV dependency advisories
- atomic-agents
- Published findings
- bernstein
- No lockfile (source not queried)
Full report
- atomic-agents
- Trust report
- bernstein
- Trust report
Choose atomic-agents if…
- License: atomic-agents is MIT, bernstein is Apache-2.0.
- Tags unique to atomic-agents: ai, artificial-intelligence, large-language-model, llms.
- Also covers LLM Frameworks.
- When you need a flexible toolkit to create atomic, modular AI agents with various LLM provider support
When NOT to use atomic-agents
- Avoid for projects needing exclusive use of providers not listed in the Instructor docs
- Not suitable if looking for a solution that is language-agnostic, as it’s tightly integrated with Python ecosystems and CLI utilities
Choose bernstein if…
- License: bernstein is Apache-2.0, atomic-agents is MIT.
- Tags unique to bernstein: agent-governance, agent-orchestration, ai-agents, audit-log.
- bernstein ships Docker support for self-hosted deployment.
- When you need a framework that supports the governance and orchestration of AI agents with a focus on verifiable and replayable records.
When NOT to use bernstein
- If your project does not require the level of governance and auditability that Bernstein provides, and simpler orchestration tools would suffice.
- When working in environments where the overhead of maintaining verifiable and replayable records is not necessary or feasible.
- If your team lacks the expertise to set up and maintain Bernstein's governance framework, or if the project scope is too small to justify the complexity.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Eigenwise/atomic-agents) · observed Sep 20, 2026
- GitHub forks (Eigenwise/atomic-agents) · observed Sep 20, 2026
- Last push (Eigenwise/atomic-agents) · observed Aug 16, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (sipyourdrink-ltd/bernstein) · observed Sep 20, 2026
- GitHub forks (sipyourdrink-ltd/bernstein) · observed Sep 20, 2026
- Last push (sipyourdrink-ltd/bernstein) · observed Sep 18, 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: atomic-agents 6.2k · bernstein 1.2k (synced Sep 20, 2026).
Common questions
- What is the difference between atomic-agents and bernstein?
- atomic-agents: Building AI agents, atomically. bernstein: Governance and orchestration framework for AI agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose atomic-agents over bernstein?
- Choose atomic-agents over bernstein when License: atomic-agents is MIT, bernstein is Apache-2.0; Tags unique to atomic-agents: ai, artificial-intelligence, large-language-model, llms; Also covers LLM Frameworks; When you need a flexible toolkit to create atomic, modular AI agents with various LLM provider support.
- When should I choose bernstein over atomic-agents?
- Choose bernstein over atomic-agents when License: bernstein is Apache-2.0, atomic-agents is MIT; Tags unique to bernstein: agent-governance, agent-orchestration, ai-agents, audit-log; bernstein ships Docker support for self-hosted deployment; When you need a framework that supports the governance and orchestration of AI agents with a focus on verifiable and replayable records.
- When should I avoid atomic-agents?
- Avoid for projects needing exclusive use of providers not listed in the Instructor docs Not suitable if looking for a solution that is language-agnostic, as it’s tightly integrated with Python ecosystems and CLI utilities
- When should I avoid bernstein?
- If your project does not require the level of governance and auditability that Bernstein provides, and simpler orchestration tools would suffice. When working in environments where the overhead of maintaining verifiable and replayable records is not necessary or feasible. If your team lacks the expertise to set up and maintain Bernstein's governance framework, or if the project scope is too small to justify the complexity.
- Is atomic-agents or bernstein more popular on GitHub?
- atomic-agents has more GitHub stars (6,185 vs 1,190). Stars measure visibility, not whether either tool fits your constraints.
- Are atomic-agents and bernstein open source?
- Yes - both are open-source projects on GitHub (atomic-agents: MIT, bernstein: Apache-2.0).
- Where can I find alternatives to atomic-agents or bernstein?
- GraphCanon lists graph-backed alternatives at atomic-agents alternatives and bernstein alternatives (atomic-agents markdown twin, bernstein 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, atomic-agents or bernstein?
- atomic-agents: Very active. bernstein: Very active. 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 atomic-agents and bernstein?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atomic-agents trust report; bernstein trust report.