Articles
Engineering write-ups on durable execution, reliability, agentic systems, security, and infrastructure, from the team building Vectorbea.
2 articles
May 5, 2026·5 min read·Agentic Systems
Self-Correction Loops for Failed Workflows: Blind Retry Isn't Intelligence
The difference between retrying a failed step and helping a workflow understand why it failed, error classification, bounded self-correction, and where we draw the line and call a human.
agentic-systemsself-correctionreliability
Mar 9, 2026·5 min read·Agentic Systems
Human Approval Gates in Agentic Systems
Modeling 'wait for a human' as a first-class workflow step, waiting states, timeouts, escalation, and why the audit trail has to be airtight.
agentic-systemshuman-in-the-loopux