Local-First Is Back: Production Architecture Patterns with SQLite WASM and OPFS
How to adopt browser-side SQLite safely for offline-capable products without losing sync correctness or observability.
Sarah Kim
Backend systems engineer focused on performance, reliability, and WebAssembly.
61 articles
Code Verification Agents and the New Economics of AI-Generated Software
Why test/review verification agents are becoming core infrastructure as coding output scales, and how to adopt them without slowing delivery.
MCP over gRPC in the Enterprise: Integration Contracts, SLOs, and Failure Design
How to adopt MCP ecosystems without losing control of transport contracts, latency budgets, and incident handling.
From Workflow Code to Visual Runtime: AST-Driven Design for Cloudflare Workflows
How AST-based workflow visualization can improve reliability, review quality, and change safety for TypeScript orchestration at scale.
After Sora’s Reported Shutdown Signals: A Product-Risk Playbook for AI Video Teams
What AI video teams should change in roadmap planning, vendor strategy, and reliability governance when flagship services face disruption.
TurboQuant and the New Quantization Race: A Production Playbook for LLM Teams
Reports of major compression advances renew the quantization race. Here is a practical path to ship lower-cost inference without quality collapse.
Cloudflare Dynamic Workers and Agent Sandbox Operations: A 2026 Production Playbook
Designing a dynamic Worker-based execution layer for AI agents with isolation policies, cost controls, and auditable operational workflows.
AI Agent Orchestration in Practice: Skills, Guardrails, and Multi-Agent Delivery Patterns
Operational patterns for scaling coding and ops agents safely across teams with reusable skills, policy boundaries, and evidence workflows.
AI Infrastructure Financing Wave in 2026: Capacity Planning and Risk Controls for Enterprise Teams
From SoftBank/OpenAI financing narratives to hyperscaler capex pressure, enterprises need a practical model for capacity, cost, and dependency risk.
GitHub Credential Revocation API: A Revoke-First Incident Response Playbook for Bot-Driven Delivery
How platform teams can integrate GitHub’s credential revocation API into CI/CD and reduce blast radius when automation tokens leak.
Cloudflare Dynamic Workers: An Operations Playbook for Safe, Fast Agent Sandboxes
How to adopt Cloudflare’s dynamic worker sandbox approach for AI agents with policy isolation, deterministic tooling, and SRE-grade observability.
Swift 6.3 in the Enterprise: Interop, Concurrency, and Migration Playbook for Platform Teams
A practical adoption framework for teams evaluating Swift 6.3 across mobile, backend services, and internal developer tooling.
GitHub Copilot in PRs: Governance Patterns for Agent-Assisted Code Changes
How to operationalize new Copilot PR interaction capabilities with review accountability, risk controls, and measurable outcomes.
AI Coding Agents Need Eyes: Designing UI Verification and Evidence Pipelines
How to prevent silent visual regressions by adding screenshot evidence, deterministic checks, and review workflows for coding agents.
Workers Agents SDK v0.8: Idempotent Scheduling and Stateful Agent Operations Playbook
A practical implementation guide for using readable state and idempotent scheduling in Cloudflare Agents SDK to run reliable production agents.
OpenAI Acquiring Astral: What Ruff + uv Consolidation Means for Enterprise Python Delivery
A practical migration and governance framework for platform teams as AI coding and Python toolchains converge around Ruff and uv.
PowerShell 7.6 on .NET 10: Modernizing Enterprise Automation Safely
A migration guide for adopting PowerShell 7.6 LTS with stronger reliability, command handling, and cross-platform automation practices.
Post-Keynote Reality: Enterprise GPU Capacity Strategy Beyond Nvidia Hype Cycles
How platform teams should translate rapid accelerator announcements into durable inference capacity and reliability plans.
OpenAI + Astral and the Python Toolchain Shift: A Governance Playbook for Enterprise AI Teams
What Python platform owners should standardize first when Ruff and uv become part of AI coding workflows: build reproducibility, policy controls, and release gates.
Open Source Coding Agents in Production: Governance Before Scale
Interest in open coding agents is surging, but enterprise adoption needs explicit control planes, verification loops, and human accountability.