Task relevance
See which published Agents match the work and constraints you described.
Compare capabilities, conditions, official evidence, and recent changes before you delegate the work. Important unknowns remain visible instead of being turned into recommendations.
Public evidence only. No universal ranking, hidden assumption, or guarantee that an Agent fits your private environment.
Agenova connects a task to published Agent intelligence without turning missing context or incomplete evidence into a positive claim.
See which published Agents match the work and constraints you described.
Separate accepted source-backed relationships from provider-listed claims.
Keep plan, region, permissions, repository, and execution-environment gaps explicit.
Inspect the official source, review date, applicability, and material product changes.
Start with the work. Continue only as far as public evidence allows.
State the work and any repository, network, privacy, interface, or execution constraints you already know.
Review task relevance separately from evidence qualification and visible gaps.
Trace supported capability facts to their evidence record and official source.
Use the remaining unknowns to ask the provider, check your environment, compare candidates, or prepare a PoC.
These public decisions apply existing Agent intelligence to real evaluation questions without exposing the original person or organization.
A GitHub organization needs a like-for-like, read-only architecture and governance evaluation before purchasing a coding agent.
A company must allocate a coding-agent budget across Copilot, Claude Code, Cursor and a mixed portfolio while controlling per-developer cost and usage.
A security-sensitive workstation with production-capable credentials needs a coding-agent setup that cannot read secrets, escape its sandbox, merge or deploy autonomously.
Unknown is not treated as pass or fail. Scope, applicability, verification date, freshness, and conflicts remain visible in the decision.
Inspect the evidence system →Task-first evidence qualification currently supports this bounded cohort. The broader Agent database remains available for name, capability, category, and evidence search.
What official public evidence supports, which candidates deserve further evaluation, what remains unknown, and how to verify it.
Unpublished performance, private enterprise terms, guaranteed ROI, or a final procurement answer without buyer-controlled testing and due diligence.
Search the Agent database, browse the seven primary categories, compare candidates, inspect accepted evidence, review material changes, or open one of 3 published evidence matrices.
The consumer version of Gemini Code Assist on GitHub was shut down on July 17, 2026.
Review accepted change →