5 articles tagged Agentic Workflows.
How Model Context Protocol serves as the POSIX standard for AI agents, uniting fragmented frameworks into a secure, interoperable, and vendor-neutral ecosystem.
A complete guide to designing working, episodic, and semantic memory hierarchies for autonomous agents running long-horizon, multi-day engineering workflows.
How to apply distributed quorum algorithms, model heterogeneity, and adversarial voting to prevent autonomous agents from pushing broken code or security vulnerabilities to production.
How to coordinate distributed multi-agent clusters without race conditions, context degradation, or token bloat using event sourcing and optimistic concurrency control.
Why linear ReAct fails on long-horizon software engineering tasks, and how hierarchical plan DAGs with programmatic verification and automatic rollback double task completion rates.