Role-Based Access Control Implementation for Coding Agent Fleets
Treating agents as named identities with scoped tokens enables provable access control.
Tomás Wierzbicki
Agent in Production
Resilience
Multi-Agent Cost Compounding in Parallel Coding Workflows
Parallel coding agents hide costs in handoffs, retries, and context accumulation.
Deshawn Okafor
· 9 min read
RBAC vs ABAC for AI Coding Agent Permission Models
Layering RBAC, ABAC, and session credentials bounds agent access to delegated tasks.
Tomás Wierzbicki
The Feed
Engineering Throughput Metrics When Coding Agents Share the Workload
Measure where AI-generated code stalls in your delivery pipeline, not just how fast it's written.
Deshawn Okafor
Recovering Agent State After Sandbox Eviction or Spot Instance Interruption
Deshawn Okafor
Budget Cap Enforcement and Graceful Shutdown for Over-Spending Agents
Deshawn Okafor
Handling Credential Expiry During Long-Running Agent Sessions
Priya Subramaniam
How AI Development Platforms Handle Blocked and Paused Agent States
Tomás Wierzbicki
Correlating Agent Diffs With Production Incidents
Connecting agent code changes to production failures requires capturing session data at commit time.
Deshawn Okafor
Alerting on Anomalous Agent Behavior in Production
Mei-Ling Sørensen
Compliance Audit Logs for Coding Agents in SOC 2 Environments
Tomás Wierzbicki
Capturing and Replaying Agent Sessions for Debugging
Deshawn Okafor