AutoGen
Open source Microsoft framework for building multi agent AI apps with chat tool use function calling human in the loop and orchestration primitives for production workflows.
Pricing Free
Category coding
Difficulty Beginner
Type Web App
Status Active
Codeium
Free AI coding toolkit with autocomplete chat and refactor inside popular IDEs plus an optional Windsurf editor for agentic coding and larger contexts.
Pricing Free / Starts $15 per month
Category coding
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in AutoGen
frameworkorchestrationopen-sourcetool-calling
Shared
agents
Only in Codeium
autocompleteidechatsearchrefactor
Key Features
AutoGen
- • Agent Roles: Define planner executor critic or custom roles
- • Tool Calling: Register Python functions APIs or shell tasks
- • Conversation Loop: Coordinate agent messages tool calls and human handoffs
- • Memory and Logs: Persist conversations and tool results for debugging
- • Deterministic Scripts: Encode repeatable dialogues for reliability
- • Extensible Storage: Plug in vector stores and retrieval sources
Codeium
- • Autocomplete in IDE with multi line suggestions and local awareness
- • Chat to explain errors generate tests and draft refactors inline
- • Repo search to find symbols usages and similar implementations
- • Lightweight install for VS Code JetBrains and other editors
- • Privacy controls with clear docs for local context handling
- • Enterprise options for policy controls and deployment flexibility
Use Cases
AutoGen
- → Customer Support Flows: Triage issues call CRM tools summarize tickets
- → Data Processing: Pull files clean columns analyze and report
- → Developer Copilots: Draft tests refactors open PRs with approval gates
- → Research Assistants: Combine retrieval and critique roles with citations
- → Operations Runbooks: Encode dialogues that escalate to humans with logs
- → Marketing Drafts: Connect CMS analytics to propose briefs and drafts
Codeium
- → Speed feature work with context aware suggestions inside IDE
- → Explain unfamiliar code paths and propose refactors during reviews
- → Search large repos to map usages before risky edits
- → Generate unit tests and scaffolds that match local patterns
- → Fix build breaks by asking chat to trace the failing step
- → Prep interviews and katas with quick hints in side panel
Perfect For
AutoGen
Software engineers, platform teams, and researchers who need a flexible open source base to prototype and run multi agent systems with tool calling logging and human oversight
Codeium
individual developers startup teams platform engineers and enterprise shops that want free autocomplete plus optional agent workflows in a dedicated editor
Capabilities
AutoGen
Roles and Policies Professional
Tool Calls Professional
Memory and Traces Intermediate
Human in the Loop Intermediate
Codeium
Autocomplete Professional
Inline Chat Professional
Semantic Search Intermediate
Windsurf Sessions Professional
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