Concurrency Conflicts in Multi-Agent Codebases
Multi-agent systems need new coordination beyond locks and retries.
Sloane Deveraux
Beyond Git Worktree
Parallel Agent Workflows
Orchestrator-Worker Patterns for Coding Agent Pipelines
Build production coding pipelines with orchestrator-worker separation, isolation, and budgets.
RBAC vs ABAC vs PBAC in Cloud Infrastructure
Three models work as layers, not alternatives, to prevent access creep.
Rafał Kędra
More From Beyond Git Worktree
ABAC vs RBAC for Engineering Systems
Roles set broad limits; attributes govern operations that context changes.
Tobias Osei-Mensah
Agentic Threat Modeling for Remote Execution Environments
Securing remote AI agents requires controls beyond sandboxes.
Tobias Osei-Mensah
Snapshot and Restore Mechanisms for Agent Sandbox State
Agents gain true exploration by checkpointing sandbox state.
Sloane Deveraux
Autonomous Code Documentation Generation at Engineering Scale
Treat documentation generation as governed infrastructure, not delegated writing.
Sloane Deveraux
CI Triage Automation With Coding Agents
Automated agents can triage CI failures at scale without pulling engineers into debugging.
Priya Venkataraman
Automating Pull Request Review With Cloud-Hosted Coding Agents
Agents need persistent repository context and audit trails to review code reliably at scale.
Tobias Osei-Mensah
Git Working Tree Internals and Object Storage
Git stores complete snapshots as objects, not diffs.
Sloane Deveraux
Running Codex Agents on Cloud Infrastructure at Team Scale
Teams must build governance infrastructure to safely run autonomous coding agents at scale.
Rafał Kędra
Budget Caps and Spend Controls for LLM-Powered Agent Sessions
Hard budget caps must sit in the execution path to stop runaway agents before overspend happens.
Rafał Kędra