Comparison
deepteam vs Auto-claude-code-research-in-sleep
Verdict
Pick deepteam if deepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails; pick Auto-claude-code-research-in-sleep if auto-claude-code-research-in-sleep provides specialized Markdown-based utilities for automating and enhancing autonomous ML research by connecting various models in an open framework.
Markdown twin · deepteam alternatives · Auto-claude-code-research-in-sleep alternatives
GraphCanon updated Sep 20, 2026
10views this month
vs
Auto-claude-code-research-in-sleep
wanshuiyin/Auto-claude-code-research-in-sleep
★ 16kpushed Sep 18, 2026
Trust & integrity
| Signal | deepteam | Auto-claude-code-research-in-sleep |
|---|---|---|
| Maintenance | Active (23d since push) As of Sep 13, 2026 · github_public_v1 | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 13, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Aug 23, 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
- deepteam
- Framework to red team LLMs and AI agents
- Auto-claude-code-research-in-sleep
- Lightweight Markdown-only skills for autonomous ML research
Stars
- deepteam
- 2.8k
- Auto-claude-code-research-in-sleep
- 16k
Forks
- deepteam
- 449
- Auto-claude-code-research-in-sleep
- 1.4k
Open issues
- deepteam
- 64
- Auto-claude-code-research-in-sleep
- 70
Language
- deepteam
- Python
- Auto-claude-code-research-in-sleep
- Python
Adopt for
- deepteam
- DeepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails.
- Auto-claude-code-research-in-sleep
- Auto-claude-code-research-in-sleep provides specialized Markdown-based utilities for automating and enhancing autonomous ML research by connecting various models in an open framework.
Persona
- deepteam
- -
- Auto-claude-code-research-in-sleep
- -
Runtime
- deepteam
- -
- Auto-claude-code-research-in-sleep
- -
License
- deepteam
- Apache-2.0
- Auto-claude-code-research-in-sleep
- MIT License, allowing for broad usage without restrictions on commercial use.
Last pushed
- deepteam
- Aug 21, 2026
- Auto-claude-code-research-in-sleep
- Sep 18, 2026
Categories
- deepteam
- Evaluation & Observability
- Auto-claude-code-research-in-sleep
- AI Agents, Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- deepteam
- Active (82%)
- Auto-claude-code-research-in-sleep
- Very active (96%)
Days since push
- deepteam
- 23d
- Auto-claude-code-research-in-sleep
- 1d
Open issues (now)
- deepteam
- 64
- Auto-claude-code-research-in-sleep
- 70
Stars delta
- deepteam
- +388 (30d)
- Auto-claude-code-research-in-sleep
- +2.5k (30d)
Open issues delta
- deepteam
- +11 (30d)
- Auto-claude-code-research-in-sleep
- +10 (30d)
Owner type
- deepteam
- Organization
- Auto-claude-code-research-in-sleep
- User
Full report
- deepteam
- Trust report
- Auto-claude-code-research-in-sleep
- Trust report
Choose deepteam if…
- License: deepteam is Apache-2.0, Auto-claude-code-research-in-sleep is MIT.
- Pricing: Free to use and modify under the terms of its Apache 2.0 license, encouraging community contribution and adaptation.
- Requirements: Min 4 GB RAM; Requires a Python environment.; No Docker required for operation..
- Tags unique to deepteam: apache 2.0, llm-guardrails, llm-red-teaming, llm-safety.
- When you need a framework specifically designed for red-teaming large language models and AI agents under the Apache-2.0 license.
When NOT to use deepteam
- If your team requires proprietary or more restrictive licensing conditions, given DeepTeam operates under an open-source Apache-2.0 license.
- When you are working with non-Python programming environments as DeepTeam is only supported in Python.
Choose Auto-claude-code-research-in-sleep if…
- License: Auto-claude-code-research-in-sleep is MIT, deepteam is Apache-2.0.
- Pricing: Free to use under MIT license with no explicit pricing model indicated, though users might incur costs based on the AI models and services they choose to integrate..
- Requirements: Compatibility with diverse language model agents without requiring lock-in or specific frameworks; Utilizes Markdown for skills, aiming at a lightweight automation layer on top of ML research tasks.
- Tags unique to Auto-claude-code-research-in-sleep: ai research, autonomous-agent, idea-generation, ml-research.
- Also covers AI Agents, Developer Tools.
- When you are looking to streamline idea discovery, experiment automation, and cross-model review loops specifically within the context of Python programming for machine learning research
When NOT to use Auto-claude-code-research-in-sleep
- If you require a solution that is tightly integrated with a specific AI development platform or requires the use of proprietary models
- When your research workflow demands real-time data analysis and visualization tools that Auto-claude-code-research-in-sleep does not directly support
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (confident-ai/deepteam) · observed Sep 20, 2026
- GitHub forks (confident-ai/deepteam) · observed Sep 20, 2026
- Last push (confident-ai/deepteam) · observed Aug 21, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (wanshuiyin/Auto-claude-code-research-in-sleep) · observed Sep 20, 2026
- GitHub forks (wanshuiyin/Auto-claude-code-research-in-sleep) · observed Sep 20, 2026
- Last push (wanshuiyin/Auto-claude-code-research-in-sleep) · observed Sep 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Aug 23, 2026
GitHub stars on cards: deepteam 2.8k · Auto-claude-code-research-in-sleep 16k (synced Sep 20, 2026).
Common questions
- What is the difference between deepteam and Auto-claude-code-research-in-sleep?
- deepteam: Framework to red team LLMs and AI agents. Auto-claude-code-research-in-sleep: Lightweight Markdown-only skills for autonomous ML research. See the comparison table for live GitHub stats and shared categories.
- When should I choose deepteam over Auto-claude-code-research-in-sleep?
- Choose deepteam over Auto-claude-code-research-in-sleep when License: deepteam is Apache-2.0, Auto-claude-code-research-in-sleep is MIT; Pricing: Free to use and modify under the terms of its Apache 2.0 license, encouraging community contribution and adaptation; Requirements: Min 4 GB RAM; Requires a Python environment.; No Docker required for operation.; Tags unique to deepteam: apache 2.0, llm-guardrails, llm-red-teaming, llm-safety; When you need a framework specifically designed for red-teaming large language models and AI agents under the Apache-2.0 license.
- When should I choose Auto-claude-code-research-in-sleep over deepteam?
- Choose Auto-claude-code-research-in-sleep over deepteam when License: Auto-claude-code-research-in-sleep is MIT, deepteam is Apache-2.0; Pricing: Free to use under MIT license with no explicit pricing model indicated, though users might incur costs based on the AI models and services they choose to integrate.; Requirements: Compatibility with diverse language model agents without requiring lock-in or specific frameworks; Utilizes Markdown for skills, aiming at a lightweight automation layer on top of ML research tasks; Tags unique to Auto-claude-code-research-in-sleep: ai research, autonomous-agent, idea-generation, ml-research; Also covers AI Agents, Developer Tools; When you are looking to streamline idea discovery, experiment automation, and cross-model review loops specifically within the context of Python programming for machine learning research.
- When should I avoid deepteam?
- If your team requires proprietary or more restrictive licensing conditions, given DeepTeam operates under an open-source Apache-2.0 license. When you are working with non-Python programming environments as DeepTeam is only supported in Python.
- When should I avoid Auto-claude-code-research-in-sleep?
- If you require a solution that is tightly integrated with a specific AI development platform or requires the use of proprietary models When your research workflow demands real-time data analysis and visualization tools that Auto-claude-code-research-in-sleep does not directly support
- Is deepteam or Auto-claude-code-research-in-sleep more popular on GitHub?
- Auto-claude-code-research-in-sleep has more GitHub stars (16,383 vs 2,789). Stars measure visibility, not whether either tool fits your constraints.
- Are deepteam and Auto-claude-code-research-in-sleep open source?
- Yes - both are open-source projects on GitHub (deepteam: Apache-2.0, Auto-claude-code-research-in-sleep: MIT).
- Where can I find alternatives to deepteam or Auto-claude-code-research-in-sleep?
- GraphCanon lists graph-backed alternatives at deepteam alternatives and Auto-claude-code-research-in-sleep alternatives (deepteam markdown twin, Auto-claude-code-research-in-sleep 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, deepteam or Auto-claude-code-research-in-sleep?
- deepteam: Active. Auto-claude-code-research-in-sleep: 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 deepteam and Auto-claude-code-research-in-sleep?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: deepteam trust report; Auto-claude-code-research-in-sleep trust report.