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This release adds 3 notable features for engineering teams evaluating rollout.

✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agent-framework agent-orchestration ai-infra ai-interface context-engineering context-management
+4 more
go long-horizon-agents long-horizon-intelligence rust

Affected surfaces

auth rbac deps

Summary

AI summary

Added context expansion loop and checkpointing to agents, set model baseline defaults, pinned Ollama image.

Full changelog

ContextLattice v3.1.0

Release date: 2026-03-18

This release packages all non-V4 updates merged to public main after v3.0.0.
Focus areas are agent integration reliability, runtime stability, and endpoint consistency.

Included Public Commits Since v3.0.0

  1. 74603d7 legal: align BSL licensed-work scope and clarify grant summary (#48)
  2. 3c10de9 runtime: set B baseline defaults to qwen3.5:9b (#49)
  3. 3582ebf runtime: pin Ollama image to 0.18.1 and expose OLLAMA_IMAGE env (#50)
  4. aedebd2 feat(agent): add context-expansion runtime loop with fail-open checkpointing (#51)
  5. c7f5bcd docs(agent): pin external endpoint guidance to orchestrator 8075 only (#52)
  6. 3d2a1f1 feat(codex): add preflight lane and stable agent-id defaults (#53)

What Changed

Runtime + Model Baseline

  • B baseline model defaults moved to qwen3.5:9b for task workers/runners.
  • Ollama container image pinned to 0.18.1 with OLLAMA_IMAGE override support.

Agent Retrieval Flow

  • Added pre-inference context expansion runtime:
    • POST /memory/context-pack preflight
    • layered context (L0 facts, L1 rollups, L2 raw refs)
    • broadened scope retry
    • deep async continuation polling
    • fail-open behavior with lifecycle visibility
  • Added post-inference checkpoint writeback for task workers and generic runners.
  • Added retrieval lifecycle metadata and pending-source visibility in task status/feedback flow.

Codex Integration Hardening

  • Added stable agent identity defaults:
    • CONTEXTLATTICE_AGENT_ID=codex_gpt5
    • MEMMCP_AGENT_ID=codex_gpt5
  • Added codex-first CLI preflight in scripts/agent_orchestration.py:
    • health/status check
    • scoped search with broadened fallback
    • context-pack retrieval
  • Added context-pack CLI command in scripts/agent_orchestration.py.

Endpoint Consistency

  • Agent instruction surfaces now pin external orchestrator endpoint guidance to:
    • http://127.0.0.1:8075
  • Added explicit default env examples for:
    • MEMMCP_ORCHESTRATOR_URL
    • CONTEXTLATTICE_ORCHESTRATOR_URL

Validation and Tests

  • Added/updated tests for:
    • context expansion runtime behavior and deterministic slicing
    • stable agent-id propagation into retrieval payloads
    • context-pack integration in orchestration helper
  • Environment lock validation updated and verified.

Compatibility Notes

  • The public orchestrator endpoint remains :8075.
  • Rust + Go remain the default runtime path, with Python fallback still present.
  • This release does not include V4 backend replacement/cutover changes.

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About sheawinkler/ContextLattice

Private-by-default memory and context layer for agents with Go/Rust runtime, staged retrieval across fused data backends, and long-horizon context continuity.

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Beta — feedback welcome: [email protected]