Making a Coding-Agent Workflow Prove It Is Finished
How a real multi-agent delivery exposed false completion, budget creep and unproven evidence, and the fail-closed controls added in Agentflow 0.0.12.
Independent technical writing by Dean Lewis
Infrastructure,
in practice.
Practical, field-tested guides for Kubernetes, VMware, cloud native infrastructure, networking, storage, and automation from vEducate.
About the author- Published articles
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- 2014
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Reviewing AI-Generated Technical Writing Without Breaking It
A practical workflow for reviewing AI-generated technical writing without changing commands, links, numbers, paths or technical meaning.
When a Durable Workflow Still Depends on a Chat Window
How to keep an agentic workflow resumable while rotating its controller context, stopping repeated approaches and treating usage reports as investigation leads.
Astro and Cloudflare – Improving LCP, Analytics Consent and SEO
How I measured image LCP, added responsive WebP images to an Astro site, configured regional analytics consent and reviewed Ahrefs site audit findings.
Agentflow Is Public: Install It and Run Your First Workflow
Agentflow is now public. Install the coding-agent scheduler, initialise a Beads workspace and run a first bounded workflow.
Recovering 339 Firefox Tabs After Session Restore Failed
Firefox crashed and its recovery page came back blank. The session file still held 10 windows and 339 tabs. This is how I got them back.
Building a Persistent Coding-Agent Controller with Agentflow
How I replaced copy-and-paste agent orchestration with a resumable controller, fenced claims, typed preflight and authenticated worker results.
How to Build a Durable Coding-Agent Scheduler with Beads
A practical guide to adding durable task state, pull-based workers, deterministic CI, checkpoints and safer automation to a coding-agent scheduler.
Guides, grouped by technology
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then the latest from each topic.
AI
7 articlesCoding agents, AI-assisted engineering, orchestration, and dependable automation workflows.
- RecommendedBuilding a Persistent Coding-Agent Controller with Agentflow
- Making a Coding-Agent Workflow Prove It Is Finished
- Reviewing AI-Generated Technical Writing Without Breaking It
VMware
195 articlesvSphere, ESXi, Tanzu, and practical virtualization operations.
- RecommendedLearn KubeVirt: Deep Dive for VMware vSphere Admins
- Bridging Old Hypervisors to Cloud Native Platforms: What You’ll Learn at Cisco Live Amsterdam
- Safely Clean Up Orphaned First Class Disks (FCDs) in VMware vSphere with PowerCLI
Kubernetes
95 articlesClusters, networking, operators, security, and platform engineering.
- RecommendedAuthenticate Docker to Harbor Image Registry with a Robot Account
- Helm upgrade --reuse-values Fails with Nil Pointer Error After a Chart Version Bump
- Bridging Old Hypervisors to Cloud Native Platforms: What You’ll Learn at Cisco Live Amsterdam
Networking
43 articlesSwitching, routing, traffic flow, and infrastructure connectivity.
- RecommendedVMware ESXi - Test Jumbo Packets using VMKping
- Bridging Old Hypervisors to Cloud Native Platforms: What You’ll Learn at Cisco Live Amsterdam
- Cilium Network Policies, from first principles to production
Veeam
36 articlesBackup, recovery, data protection, and day-two operations.
- RecommendedBuilding a Veeam Lab - a recommended architecture
- vSphere data loss bug returns - CBT issues in vSphere ESXI 8.0 update 2
- VMUG Recording - Protecting your Tanzu Kubernetes Workload with Kasten by Veeam
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