Governance

24 Scenarios That Prove Your AI Agent Follows Rules

A walkthrough of Anthesis governance lab: deterministic policy enforcement across 24 scenarios in 8 categories, from seed integrity to evidence preservation.

software engineering artificial intelligence

anthesis governance ai agentic-systems policy testing

Building Dubnium: An Agentic Orchestrator

How Dubnium is evolving from local model serving into a governed agentic control plane with a supervisor gateway, bounded memory, specialist routing, and deterministic execution boundaries.

software engineering artificial intelligence infrastructure

dubnium local-ai agents orchestration llm memory governance nixos

Building Dubnium: Scheduling Agentic Work

How Dubnium uses declarative schedules, systemd timers, workflow dispatch, and a separate agentic control plane without turning the scheduler into a hidden workflow engine.

software engineering artificial intelligence infrastructure

dubnium local-ai agents scheduling automation systemd workflows governance

CareerOps: Building a Governed AI-Assisted Job Application Pipeline

A practical architecture for using AI to discuss roles, create job intake issues, trigger local resume generation, and preserve human accountability without turning job search into opaque automation.

artificial intelligence software engineering

ai automation careerops agentic-systems governance workflows

Anthesis Update: Memory, Governance, and Beyond the SDLC

Anthesis has shifted from one-shot agent ambitions toward governed memory, adapter abstractions, loop orchestration, SSDF enforcement, and Git-native policy verification.

software engineering artificial intelligence

anthesis ai agentic-systems memory governance software-architecture security