Repairability Returns: How Enterprise Endpoint Strategy Should Evolve
A practical endpoint lifecycle strategy inspired by the 2026 repairability wave, including MacBook Neo teardown signals and fleet economics.
Yuki Tanaka
Platform engineering and observability. eBPF enthusiast and green software advocate.
118 articles
Robotaxi Capital Wave and the New Reliability Bar for Mobility Platforms
What engineering leaders can learn from large robotaxi funding rounds: reliability economics, safety SLOs, and city-by-city rollout control.
Agent Context Compression Gateway: A Practical Pattern for Cost, Latency, and Auditability
How to insert a context gateway between retrieval and model execution to shrink token load while preserving decision quality and traceability.
GitHub Paused Runner Version Enforcement: How Platform Teams Should Respond
A pragmatic response plan after GitHub paused minimum version enforcement for self-hosted runners, balancing security hygiene and delivery stability.
Enterprise Coding-Agent Adoption in 2026: An Operating Model Beyond Tool Trials
A practical framework for introducing Claude Code, Codex, and similar agents across teams without creating review chaos or hidden risk.
Operational Governance for Copilot Agent Mode in JetBrains Teams
How to deploy agentic coding capabilities in JetBrains IDEs with task boundaries, approval layers, and measurable reliability.
Meta MTIA Roadmap and the New Infra Planning Model for AI-Heavy Organizations
What Meta’s multi-generation MTIA announcements imply for capacity planning, model placement, and cost governance in enterprise AI infrastructure.
Browser-Native AI Expansion: Governance Patterns for Regional Rollouts at Enterprise Scale
What teams should prepare when browser-embedded assistants expand into new regions and employee populations.
RFC 9457 Error Design: An Overlooked Lever for Agent Cost and Reliability
Why standards-compliant API errors can dramatically reduce token waste and improve autonomous agent recovery behavior.
Security Dashboards Must Trigger Action Loops, Not Pretty Reports
Modern security posture work succeeds when dashboards are tied to ownership, playbooks, and measurable closure cycles.
Agentic Search in Production: When RAG Stops Being Enough
How teams are combining retrieval, planning, and tool execution to build agentic search systems with stronger answer reliability.
AI + Drone Incident Response for Critical Infrastructure: An Operator Blueprint
How rail, utility, and industrial operators can shorten recovery time with AI-assisted inspection and dispatch workflows.
One-Week Framework Rebuilds: The New Economics of AI-Native Tooling
What teams should learn from AI-assisted framework rewrites and how to evaluate when rapid rebuilds are worth it.
Edge Robotics AI SBCs: Deployment Playbook Beyond Demo Benchmarks
A practical framework for moving AI-enabled robotics workloads from prototype SBCs to production operations.
From Prompt to Pixels: Operating Design-Engineering Workflows with Figma MCP
A practical operating model for teams adopting MCP-driven UI layer generation from code editors into production design systems.
Figma MCP Layer Generation in VS Code: How to Ship Faster Without Losing UI Governance
A practical operating model for teams adopting Figma MCP server layer generation in production frontend workflows.
Always-On AI Is Becoming a Network Engineering Problem
As AI inference shifts from periodic workloads to continuous traffic, organizations need new capacity models spanning edge, backbone, and application layers.
Figma MCP, Ticket-Driven AI Dev, and the New Design-to-Code Operating Model
Signals from GitHub Changelog and community practices suggest a major process redesign in product engineering teams.