symbolic-reasoning
Policy-adherent, auditable reasoning for AI Agents.
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GITHUB · launched Oct 29, 2026 · 24 upvotes (top 58%)
- Horizontal
- Agent / copilot
- B2B
- AI-native
- Commercial product
- ai-agents
- mcp
- neurosymbolic-ai
Similar launches
See all 3774 similar launches →Could you build this?
Partial A policy-enforcing, auditable reasoning layer for agents can have a vibe-coded UI and API wrapper, but making the reasoning provably policy-adherent requires formal-methods and research-level design.
What it would actually take: The surface (graph editor, API, audit logs) is standard, but the core is a symbolic reasoning engine that encodes policies in a formal logic and checks LLM agent actions against them. Building it well takes expertise in formal verification, knowledge representation, and evaluation of agent behavior, plus a stack such as an LLM orchestration layer with a constraint or logic solver.
Competitors
Other products that read as similar to this one : 3774 launches clear the similarity bar, closest 8 shown.
Attention rank: #1869 of 3775 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 365 days after the earliest competitor.
- Rubric AI · yc · 2026-03-11 · 15 upvotes · similarity 0.76
- Arden · hn · 2026-05-06 · 8 upvotes · similarity 0.74
- Agent Armor, a Rust runtime for enforcing policies on AI agent actions · hn · 2026-04-17 · 7 upvotes · similarity 0.70
- Lineation · hn · 2026-07-15 · 6 upvotes · similarity 0.70
- agentagon · github · 2026-09-10 · 9 upvotes · similarity 0.69
- Unspaghettit · hn · 2026-05-27 · 5 upvotes · similarity 0.67
- agent-guard · github · 2026-09-28 · 20 upvotes · similarity 0.67
- agent-governor · github · 2026-09-13 · 14 upvotes · similarity 0.66
Other launches for this product
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