Agent Atlas / Agent frameworks

crewAIInc/crewAI

A framework centered on orchestrating role-based agents, crews, tasks, and flows for collaborative multi-agent applications.

Agent framework Scope profile Project documented Reviewed July 21, 2026
Intended operator

Python developers composing multi-agent applications and workflows.

Primary surfaces

Python framework / crew and task abstractions / workflow flows

Tracked repository

crewAIInc/crewAI

Teaching mechanism

A role name is not yet a delegation contract

Crew and task abstractions make responsibilities explicit, but dependable delegation also requires lifecycle, authority, result, cancellation, and evidence semantics.

Evidence limitTheGitReporter has not yet inspected how those semantics behave across current execution and persistence paths.
Inspect the source
System map status

Reporting is still in progress.

This scope profile names the project's place in the field and one useful mechanism. It does not claim that every runtime boundary has been inspected.

Learn Through This Project

8 lessons
Chapter 1 Before the First Model Request Chapter 3 Tool Calls: Contract, Authorization, Execution Chapter 4 Loops, Workflows, and Recovery Chapter 5 Delegation Is a Distributed System Chapter 6 Memory Is a Typed Storage Contract Chapter 7 The Approval Trap Chapter 9 Trust Must Make Its Case Chapter 10 The Future Has Three Branches

Compare Its Boundaries

7 labs
Comparison labTool ContractsComparison labGoverned MemoryComparison labDelegation ReceiptsComparison labApproval BoundariesComparison labSessions And RecoveryComparison labEvidence And EvaluationComparison labMaturity Signals

Latest Reporting

0 articles

No Daily Edition reporting is attached yet.

Primary Sources

CrewAI repository

Primary public framework source.

Open Questions

  • Which crew abstractions carry enforceable authority and lineage, rather than only prompt-level roles?

Evidence state describes what this Atlas profile can support today. It is not a product score and it is not evidence that uninspected capabilities are absent.