R&D Updates

Handshakes Over Hype (Audited Agents)

Every tool call validated and logged; auditable agents without prompt leaks.

Last updated · Nov 10, 2025

Visual placeholder — “Handshake Flow” (paste image later)

Insights

  • handshake_light emits before any tool executes
  • handshake_full documents tool outputs + costs
  • Capsule lineage ties into ChatSessionEvent log

Proof & Highlights

handshake_light / handshake_full validation

SSE trail: event:action / action_result / tool_error

Capsule lineage + receipts for replay

Evidence cited

  • docs/research/neural-core/neural-core-handshakes.md
  • docs/architecture/seeker-cortex-v3.md
  • prisma/schema.prisma (ChatSessionEvent)

Summary

Handshakes Over Hype (Audited Agents)

Updated · Nov 10, 2025

Evidence highlights

  • docs/research/neural-core/neural-core-handshakes.md
  • docs/architecture/seeker-cortex-v3.md
  • prisma/schema.prisma (ChatSessionEvent)

Citations policy

Proof statements cite internal docs only. No external links, prompts, or strategy text.