Identifies the breaking changes between two versions of the SAME stack (e.g. .NET Framework 4.8 → .NET 8, Java 8 → 17/21, Spring Boot 2 → 3) that actually bite a given codebase, and drives the ecosystem's migration tooling. Use for same-stack uplifts, where code is preserved and tweaked — not rewritten from intent.…
Compliance-focused memory agent for regulated work. Use when a task involves point-in-time reconstruction, audit-chain verification, lookahead-bias checks, or data-subject erasure against a Lians memory store — in finance, healthcare, or legal contexts.
Independent verification agent. Checks outputs from other agents for register violations, missing sources, logical errors, and drift. Use when verifying facts, reviewing code quality, or auditing conclusions.