puodziukas.dev · remote · available Q3 2026
Multi-Agent Systems Architect
Multi-agent council. SHA-256 hash-chain attestation. continuous internal-harness invocations. Zero message loss.
8 specialized agents (1 orchestrator + 7 specialists). continuous internal-harness invocations. SHA-256 hash-chained. Every step reproducible.
reproducible · verified · available Q3 2026
The problem
A representative failure mode in multi-agent handoffs: Agent B passes a truncated context window to Agent C, and Agent C returns a confident wrong answer. The framework does not catch it, and the audit log records success.
What exists, reproducible
The multi-agent autonomous council runs continuous internal-harness invocations with SHA-256 hash-chained attestation on every step. Handoff failures are caught at the boundary, not post-hoc. Every output is replay-verifiable.
Relevant projects
- →Multi-agent autonomous council: SHA-256 hash-chain attestation, continuous internal-harness invocations, zero divergence
- →OODA-loop state machine: task delegation, context preservation, escalation logic
- →Human-in-the-loop failsafe with signed audit trail and deterministic replay of any execution path
- →LangGraph-class orchestration: reference architecture across 6 regulated domains
- →Context fidelity proof: deterministic replay over a 47,312-record deterministic replay corpus, zero coherence degradation
- →Game-theory routing: confidence threshold → model selection (no token waste, no wrong model)
- →Merkle-chain audit log with every agent action hash-linked, tamper-evident, exportable
What you receive in 30 days
- State machine design doc: node graph, escalation paths, memory spec (Week 1)
- Single-agent POC with SHA-256 hash-chain + audit log running in your environment
- Human-in-the-loop failsafe tested with 100 adversarial edge cases
Companies at this intersection
LangChain · CrewAI · Microsoft AutoGen · Cognition · Letta · Adept · MultiOn · Lindy
Working terms
W2 remote · async-first · deliverable-gated output · first artifact in 48h · available Q3 2026
All results under NDA. Representative figures. SHA-256 hash-chained audit trail available on request. · puodziukas.dev