Platform Engineering 58
- shadow ai is now part of the ci/cd threat model
- DBOS and the shrinking cost of durable workflows
- agent payments make tool calls procurement now
- DBOS and how it shortens time for complex temporal tasks
- eks rollback is the undo button kubernetes upgrades needed
- NATS is the messaging backbone I reach for before Kafka
- idle agents are becoming a cloud cost problem
- pods are workers now, not the agent
- agent evals are production security systems now
- codex stopped being only a developer tool
- agent credit limits are the new timeout
- ai agents need workspaces because chat was never the runtime
- generated apps need patch ownership, not platform vibes
- agent trust is a runtime problem
- public registries are not your supply-chain strategy
- hardened images are becoming the default base layer
- custom metrics are the real autoscaling contract
- your ai gateway is a cache scheduler now
- copilot telemetry is turning ai coding into observability work
- the kubernetes dashboard died and the platform workbench took its place
- kubernetes upgrades needed rollback more than another checklist
- Bring-your-own-model is a control plane problem
- agent sandboxes are the new enterprise desktop
- web search for agents is an evidence boundary
- agent evaluation is becoming the new test pyramid
- hosted coding agents make observability a product feature
- agentic workflows are being domesticated by actions
- GitHub Actions is becoming the agent runtime
- prompts are becoming CI/CD configuration
- agent platforms have migrations too
- permission prompts are not an agent security strategy
- enterprise context is becoming the new ai platform lock-in
- codex on AWS makes agents a cloud workload
- copilot automations turn agents into scheduled infrastructure
- some Kubernetes vulnerabilities do not have patches
- kubernetes is admitting that a pod is not always the unit of work
- kubernetes dra is making ai hardware an api contract
- copilot cloud agent is becoming an automation api
- github's agent audit api is the boring feature that matters
- agent payments are the new cloud bill footgun
- cloud knowledge is becoming agent infrastructure
- stop measuring ai agents by how much code they produce
- mcp catalogs are becoming the new internal developer portal
- agentic sre is where ai hype meets the pager
- containers are becoming policy wrappers for ai agents
- agentic terminals are eating the IDE (and why that is not entirely good)
- server-side sharded watch is Kubernetes admitting the control plane has a data-scale problem
- Your Terminal Is Becoming a Governed AI Runtime
- Pod-Level Resources Are Kubernetes Admitting Containers Were the Wrong Accounting Unit
- controller staleness is the hidden tax of platform automation
- Workload Identity Is Becoming the Real Cloud Control Plane
- nodes/proxy Was Never a Monitoring Permission
- Cloud Cost Optimization Is Becoming Architecture Criticism Again
- AWS Copilot CLI Is a Reminder That Platform Abstractions Expire
- Gateway API Is Quietly Becoming More Important Than Ingress Ever Was
- AI Coding Plans Are Getting More Expensive Because Flat-Rate Pricing Broke
- MCP Adoption Is Accelerating Faster Than Agent Governance
- Memory Design Is Becoming the Real AI Platform Bottleneck