Cloud-Native Code Storage
Code Storage Observability for Agent Commit Patterns
Tracking agent commit sequences reveals execution patterns that individual diffs obscure.
Tobias Krenz
· 8 min read
Fck Git
Cloud-Native Code Storage
Large File Handling in Agent-Driven Code Repositories
Agents need separate storage for ephemeral outputs while keeping project assets in Git LFS.
Deja Okonkwo9 min read
Cloud-Native Code Storage
Git Performance Bottlenecks in Agentic Development Workflows
Agents committing code at machine speed expose infrastructure limits designed for human developers.
Soren Lau-Espinoza8 min read
Cloud-Native Code Storage
Branch Lifecycle Management for Agent-Created Branches at Scale
Automated policies replace human naming conventions to manage hundreds of agent-created branches.
Deja Okonkwo8 min read
Cloud-Native Code Storage
Webhook Architecture for Agent-Triggered Repository Events
Webhooks enable agents to react to repository events in real time without continuous polling.
Tobias Krenz8 min read
Agent Transcript Analysis
Agent Evaluation Benchmark Design for Software Factory Teams
Benchmarks designed for factory agents must measure process discipline, not just final correctness.
Deja Okonkwo8 min read
Agent Harness Design
Agent Evaluation Framework Selection for GitHub-Hosted Pipelines
Trajectory-level evaluation catches agent failures that outcome metrics hide before merge.
Deja Okonkwo10 min read
Cloud-Native Code Storage
Git Shallow Clone Strategies for Agent-Driven CI Workloads
Shallow clones cost more than full clones in agent-heavy pipelines with workspace caching.
Soren Lau-Espinoza10 min read
Factory Infrastructure
Engineering Velocity Metrics That Account for AI Agent Contributions
Traditional velocity metrics hide AI-generated code decay behind inflated output numbers.
Deja Okonkwo10 min read
Cloud-Native Code Storage
Code Storage Performance Requirements for Cloud-Native AI Agents
AI agents stress storage systems differently than humans do, requiring new infrastructure design.
Tobias Krenz10 min read
Cloud-Native Code Storage
GitHub Sync Architecture for High-Frequency Agent Commits
Agents expose four silent failures in sync layers built for human commit cadence.
Soren Lau-Espinoza11 min read
Factory Infrastructure
Infrastructure Cost Management in Agent-Driven Software Factories
Agents shift infrastructure bottlenecks downstream, where queues and idle capacity hide real costs.
Priya Venkataraman10 min read
