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Teammately is an AI agent platform designed specifically for AI engineers to build production-grade AI systems that are reliable and hard to misbehave. Developed by a team focused on AI reliability, it addresses the challenge of lengthy evaluation and iteration cycles in AI development. The platform automates prompt generation, self-refinement, test case synthesis, and evaluation using multi-dimensional LLM judges. It also offers agentic RAG building, interpretable observability, and AI-generated documentation. Core capabilities include automatic model selection, prompt optimization, failure analysis, and failover to secondary models. Teammately fits into workflows of AI teams that need to rapidly iterate, evaluate, and deploy robust AI services. It supports secure, scalable AI with containerized modular architecture and centralized management. Users benefit from reduced manual trial and error, faster time to production, and enhanced AI safety and reliability.
4.5/5
High, consistent, and on-brand
Clean and minimal
To automate and accelerate the development of reliable, production-grade AI systems.
Integrates via a few lines of code, adds under 20ms latency, and works with any LLM API.
Freemium with paid tiers
Features with the highest value for users are highlighted here.
Automated prompt generation and self-refinement
Test case and LLM judge synthesizer for evaluation
Agentic RAG builder with automatic chunking and indexing
Multi-dimensional LLM judge for reliable evaluation
Interpretable AI observability in production
AI-generated documentation for team collaboration
Multi-architecture simulation and comparison
Failover to secondary models and prompts
AI Engineers
Machine Learning Teams
DevOps Engineers
Product Managers
Startups
Enterprise AI Teams
Data Scientists
Quality Assurance Engineers
CTOs
Freelance AI Developers
Free
Pro
Weekly intelligence on AI strategy, operations, and market shifts. No noise. No narrative. Direct to your inbox.
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| Tool | Rating | Visits / mo | Global rank | Category rank | Engagement | Bounce | Top market | Starts at | Free tier | Integrations | Action |
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 FloateeAI Productivity Tools | 3.7 | 1.1B | — | — | 2m 1s2.6 pages | 62% | — | $0 | Yes | — | View |
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