LAILA

Updated: 2026-04-04

Standalone first-party assistant runtime combining orchestration patterns, Muninn-backed memory, and identity continuity for long-running interactions.

Impact: Extends platform work into a unified runtime where agency, memory, and identity are deployed as one system.

What I built

• Implemented laila CLI workflows for start, chat, once, smoke, and gate command paths.
• Integrated optional Muninn backend with strict mode and filesystem fallback controls.
• Added acceptance gate, identity smoke checks, and pytest suites for behavioral enforcement.

Proof: Run `./acceptance_gate.sh`, `laila start`, and `pytest -q -m "not integration"` from the README.