All Hands AI-powered autonomous coding agent. Strong tool use and planning and memory and self-correction capabilities. 42K GitHub stars.
Metrics
Info
ProviderAll Hands AI
Organization that created the model
LicenseMIT
Software license type
Agent Typecoding
Agent specialization area
Tool Integrations Count18
Number of supported tool integrations
Base Model Requirementsclaude-3.5-sonnet, gpt-4, llama-3
Required foundation models to operate
Other
GitHub Stars42K
GitHub repository popularity
Swe Bench Verified51.2
Score Breakdown
adoption
15%85
Community usage, market traction, and ecosystem maturity
tool use
85
memory context
82
self reflection
80
planning reasoning
76
Compatibility(3)
Sources(2)
Developed by
All Hands AIRelated Signals(5)
Agentic Reasoning Survey Maps Multi-Agent Collaboration Frontier
AgentsJan 21
82Comprehensive 135-page survey from UIUC, Meta, Amazon, and Google DeepMind establishes agentic reasoning taxonomy. Identifies three capability layers: foundational (planning, tool use), self-evolving (feedback, memory, adaptation), and collective multi-agent reasoning.
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Claude Opus 4.5 First to Break 80% on SWE-bench Verified
AgentsJan 11
95Claude Opus 4.5 achieved 80.9% on SWE-bench Verified, becoming the first model to exceed the 80% threshold. This represents a 21x improvement from GPT-4's initial 3.8% score in October 2023, demonstrating rapid progress in AI coding capabilities.
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Critical Vulnerability in LangChain Prompt Injection
FrameworksDec 20
92A critical prompt injection vulnerability (CVE-2025-12345) has been discovered in LangChain versions prior to 0.2.0, affecting chain-of-thought and agent implementations.
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Multi-Agent Frameworks See Enterprise Adoption
AgentsDec 15
87Enterprise teams are increasingly adopting multi-agent frameworks like CrewAI and AutoGen for complex workflows, moving beyond single-agent implementations to orchestrated agent teams.
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Devin Pioneered Commercial AI Software Engineering
AgentsMar 12
88Devin emerged as the first commercial AI software engineer, achieving $2B valuation and 53.8% on SWE-bench Verified. As the pioneering commercial coding agent, it established the market category now contested by Claude Code, Cursor, and others.
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