Cloudflare Dynamic Workers Open Beta: Designing Safe Agent Execution at the Edge
A production blueprint for running user-defined or AI-generated code with isolate-based sandboxing, capability limits, and rollback-first operations.
Yuki Tanaka
Platform engineering and observability. eBPF enthusiast and green software advocate.
83 articles
A Practical Migration Playbook: From WordPress to Cloudflare EmDash
How to phase migration safely, preserve SEO assets, and validate operational gains before full platform replacement.
AI PC and NPU Endpoint Readiness: A 2026 Rollout Blueprint for Enterprise IT
A deployment model for AI PCs that aligns hardware refresh, endpoint security, and measurable productivity outcomes.
AI PC in 2026: Enterprise NPU Procurement and Workload Placement Playbook
How to decide what runs on-device vs cloud as AI PC adoption accelerates across Japanese enterprise and endpoint fleets.
From Bedrock Agents to Step Functions: Platform Patterns for AWS Agent Operations
A practical architecture for teams adopting AgentCore-era AWS workflows with traceability, evaluation, and cost controls.
Copilot Actions Approval-Skip Option: Governance Patterns for Safe Automation
A control framework for teams adopting optional approval skipping in Copilot-triggered Actions workflows without increasing change risk.
GitHub Actions 2026 Update: Timezone Cron and Deployment-Free Environments for Safer Automation
How timezone-aware schedules and deployment-free environments reshape CI/CD governance, secret boundaries, and release reliability.
Post-Quantum TLS Hybrid Migration: Operational Checklist for 2026
A step-by-step migration model for hybrid post-quantum TLS with latency budgets, compatibility tests, and incident playbooks.
AI-Generated Code Flood Control: An Enterprise Review Operating Model That Actually Scales
A practical governance and tooling model for handling rising AI-generated PR volume without sacrificing correctness or developer flow.
Workflow AST Visualization for Platform Governance in 2026
How platform teams can use AST-level workflow visualization to enforce policy, improve review quality, and reduce automation incidents.
Copilot Resolves Merge Conflicts Now: Build a Safe Control Plane Before You Enable It Org-Wide
GitHub Changelog introduced conflict-resolution via @copilot. Here is a production governance model for quality, security, and velocity.
TurboQuant and the New Economics of LLM Serving: A Practical Capacity Playbook
How to translate major LLM memory-compression gains into concrete architecture, FinOps, and reliability decisions.
Local LLM Adoption in 2026: Cost, Privacy, and Operations Playbook for IT Teams
A practical guide for choosing where local models fit, from developer laptops to controlled on-prem inference pools.
Post-Quantum Deadline Pulled Forward: Enterprise Crypto-Inventory and Migration Strategy for 2026
With major vendors accelerating post-quantum readiness timelines, security teams need an execution-focused migration model built on inventory accuracy and phased remediation.
Local NPU Inference in 2026: Endpoint Strategy for Enterprise LLM Workloads
How to decide which AI workloads should move to on-device NPU execution versus cloud inference, with cost and governance tradeoffs.
From Cores to Customer Latency: An SRE Playbook for Gen13-Class Edge Upgrades
How platform teams should model capacity, thermal limits, and failure domains when moving to high-core edge generations.
Copilot Coding Agent Session Visibility: A Governance Runbook for Setup Steps, Logs, and Approval Trails
How to operationalize the new Copilot coding agent session visibility so teams can debug faster and prove control during reviews.
Java 26 in Context: Turning HTTP/3 and Startup Gains into Real Platform Value
How to evaluate Java 26 preview features and startup improvements with production guardrails for enterprise services.
Windows + PowerShell + AI Workflows: Enterprise Change Strategy for 2026
How endpoint and platform teams can modernize Windows operational workflows while adopting AI-assisted automation safely.
Copilot Agent Commit Traceability: Turning AI Coding Logs into SDLC Controls
How to operationalize new coding-agent trace features into auditable engineering governance without slowing delivery.