Anytime Verified Agents (AVA) is a framework for building reliable LLM-based reasoning systems that adaptively allocate computational resources under budget constraints. AVA combines adaptive search strategies, uncertainty estimation, and verification cascades to maximize reliability while respecting token, tool-call, and verification budgets.
Cross-referenced across 55 tracked directories
#52338
Popularity Rank
1 / 55
Listed In
Emerging
Adoption Stage
11/16/2025
Created
3
GitHub Stars
2
Forks
4/17/2026
Last Commit
Recently added to the ecosystem
Score: 100/100
0 dependency vulnerabilities found
byteclawmail
MCP server for Wundervault zero-knowledge secret management
Sovereign encrypted persistent memory for AI agents. 8 MCP tools. GDPR erasure. Apache-2.0.
Pantani
Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.
hermoso-dev
MCP server + CLI for Hermoso — research winning ads and generate finished image/video ads with AI