Cloudflare agent runtime patterns for durable production workflows
Long-form practical guide based on current public tech signals.
#observability
66 articles
GitHub-era CI hardening: from pipeline speed to verifiable trust
Long-form practical guide based on current public tech signals.
HN and PC Watch themes, edge device management under real-world constraints
Long-form practical guide based on current public tech signals.
Enterprise AI PC rollout playbook under Windows lifecycle pressure
Long-form practical guide based on current public tech signals.
MCP in production: governance, observability, and team contracts
Long-form practical guide based on current public tech signals.
Qiita and Zenn MCP patterns turned into production architecture
Long-form practical guide based on current public tech signals.
From Qiita and Zenn patterns to production MCP server operations
Practical governance and operating patterns based on current public tech signals.
Sovereign AI infrastructure is becoming an operating strategy, not a slogan
Long-form practical guide based on current public tech signals.
Cloudflare Agent Traffic Governance, Building Crawl Policies for the LLM Era
How platform teams can classify agent traffic, protect sensitive docs, and improve machine-side success rates.
Operational Playbook from Today
Practical rollout guidance based on current tech trend signals.
Operational Playbook from Today
Practical rollout guidance based on current tech trend signals.
Operational Playbook from Today
Practical rollout guidance based on current tech trend signals.
Operational Playbook from Today
Practical rollout guidance based on current tech trend signals.
Cloudflare Workers AI unit economics: building observability and guardrails before costs spike
Actionable operating model and implementation guide based on current industry signals.
Cloudflare Workflows + Durable Objects: Building Reliable Agent Execution
Practical operating model for production AI systems with reliability, governance, and measurable controls.
GitHub Actions in 2026: OIDC, Artifact Provenance, and Policy-Driven CI
Practical operating model for production AI systems with reliability, governance, and measurable controls.
MCP Tooling at Scale: Contract Testing and Runtime Guardrails
Practical operating model for production AI systems with reliability, governance, and measurable controls.
MCP Tooling in Production: Contract Tests, Permission Boundaries, and Runtime Observability
How teams move from demo-grade MCP integration to production-grade reliability and governance.
Operating AI Agents with SLOs: A Practical Observability Playbook
Practical operating model for production AI systems with reliability, governance, and measurable controls.
Enterprise Copilot Rollouts: Governance Before Velocity
Practical operating model for production AI systems with reliability, governance, and measurable controls.
Observability for Enterprise Agents: SLOs, Traces, and Eval Loops
企業内エージェント運用で必要なSLO・トレース・評価ループの実装を、障害対応と改善サイクルまで含めて解説。
Cloudflare Agents Week 2026, Designing an Enterprise Control Plane for the Agentic Cloud
A practical control-plane architecture for teams adopting Cloudflare agent primitives at production scale.
Autonomous SRE Agents in Production, Reliability Guardrails That Actually Work (2026)
From pilot demos to production operations, how to deploy autonomous SRE agents with bounded action and measurable reliability outcomes.
Cloudflare Workers AI, Durable Objects, and Memory Governance for Agents (2026)
Designing stateful agent systems on the edge with durable memory, clear TTL strategy, and audit-ready governance.
Cloudflare AI Platform as an Inference Control Plane: Reliability, FinOps, and Multi-Provider Guardrails
How to run agentic AI workloads on a unified inference layer without losing cost predictability or operational visibility.
In-Dashboard Operations Agents Need HITL by Design: Audit Trails, Permission Ladders, and Failure Containment
A governance blueprint for teams deploying dashboard-native AI assistants to production operations workflows.
Edge AI Cost Control: Session Affinity and Observability Patterns for Multi-Turn Agent Workloads
How to stabilize latency and cost for edge-hosted AI agents with session-aware routing, context budgets, and production telemetry.
Multi-Model FinOps in 2026: Routing Policies That Cut AI Inference Spend Without Killing Quality
How teams can combine model tiers, workload routing, and observability to control AI cost while keeping response quality and latency targets.
Agentic Cloud Cost Control: Portfolio SLOs and Budget Guardrails
Control agent platform spend with portfolio-level SLOs, automatic budget actions, and graceful degradation.
Operating the Agentic Cloud: Lessons from Cloudflare-Style Internal AI Platform Metrics
How to design platform operations when AI workloads become a core internal service, with queueing, cost governance, and reliability patterns.
Agent-Ready Web Operations: Docs Contracts, Crawl Routing, and Observability for the Agentic Web
A practical operating model for teams preparing their websites and docs for machine agents without sacrificing human UX.
Telemetry FinOps for AI Platforms: What AWS Config Recording Strategy Teaches About Cost Governance
A practical method to reduce cloud telemetry cost without blind spots, using per-resource behavior and policy-aware recording modes.
Inference Reliability in 2026: Vendor Verification, Multi-Provider Routing, and SLO-Aware Fallbacks
How teams should verify model provider claims and design resilient routing across heterogeneous inference backends.
Windows 11 May 2026 Reliability Update: Enterprise Rollout Blueprint with AI Surface Controls
A practical deployment strategy for Windows core reliability updates while controlling AI-feature drift and endpoint risk.
Cloudflare Agent Memory + AI Search: Operating Stateful Agents Without Chaos
An operational blueprint for combining persistent memory and retrieval primitives in Cloudflare-based agent systems.
Harness Engineering for Coding Agents: Secure MCP Integration and Observable Execution
A production guide to agent harness design, including isolation boundaries, tool contracts, telemetry, and failure containment.
Cloudflare cf CLI and Local Explorer: A Practical AgentOps Operating Model
How to operationalize Cloudflare’s new unified CLI direction with safer debugging, IaC discipline, and measurable agent reliability.
Cloudflare Workers AI After Gemma 4: Designing for Unit Economics, Latency, and Task Routing
How to redesign edge AI workloads after new model availability and pricing shifts: routing, caching, SLOs, and cost controls for production teams.
Cloudflare Workers + AI Gateways: An Observability Architecture That Actually Scales
How to design request tracing, latency budgets, and cost analytics for AI-heavy edge workloads on Workers.
Cloudflare Client-Side Security Expansion: Cascading AI Detection Rollout Blueprint
How security teams can operationalize Cloudflare’s expanded client-side security with measurable false-positive and incident-response gains.
Cloudflare AI Security for Apps GA: A Runtime Defense Playbook for Agent Teams
A practical model for deploying Cloudflare AI Security for Apps GA with policy, telemetry, and incident workflows across LLM applications.
Copilot Merge-Conflict Automation: An SRE-Grade Governance Playbook for 2026
How to operationalize GitHub Copilot’s merge-conflict resolution capability with guardrails, evidence, and rollback-safe 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.
AI Security for Applications: Runtime Guardrails That Actually Hold in Production
A pragmatic security model for AI apps combining request controls, output governance, and post-incident forensics.
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.
Cloudflare AI Security for Apps: A Runtime Governance Blueprint for Real Agent Traffic (2026)
How to operationalize Cloudflare AI Security for Apps with discovery, policy tiers, and incident loops that survive production scale.
Cloudflare Threat Report 2026 and MOE: Rewriting Enterprise Defense for Throughput-Driven Adversaries
How to redesign detection, identity controls, and response operations when attackers optimize for effort-to-outcome efficiency instead of technical elegance.
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.
Cloudflare’s ETL-less Threat Intelligence Direction: A SOC Playbook for Real-Time Decisions
How security and platform teams can use Cloudflare’s ETL-less threat intelligence approach to reduce detection lag and analyst toil.
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.
Copilot Agent Traceability and Usage Metrics: Building a Defensible Governance Loop
Operational guidance for copilot agent traceability and usage metrics: building a defensible governance loop in enterprise engineering organizations.
Cloudflare Security Overview in 2026: Turning Dashboards into an Action Loop
How to operationalize Cloudflare's new Security Overview UI with SOC workflows, detection ownership, and measurable remediation latency.
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.
Stateful API Vulnerability Scanning: How to Connect Detection, Runtime Signals, and Triage
A rollout model for stateful API scanning programs that avoid alert floods and produce actionable remediation queues.
Enterprise RAG Security in 2026: Threat Model, Controls, and Runtime Operations
From prompt injection to data exfiltration, a concrete security architecture for production RAG systems with measurable controls.
Account Abuse Protection in 2026: From Fraud Signals to Product-Safe Operations
A practical operating model for using Cloudflare Account Abuse Protection, trust tiers, and risk-based friction without breaking growth.
Cloudflare Account Abuse Protection: A Practical Fraud-Defense Architecture for 2026
How to combine behavioral signals, identity tiers, and response policies to reduce signup and login abuse without hurting conversion.
Valkey Global Datastore DR Drills: Operating Cross-Region Failover Without Surprises
A practical runbook for validating replication lag, failover timing, and application behavior in managed Valkey global setups.
Cloudflare Account Abuse Protection: A Practical Rollout Blueprint for Product Teams
How to deploy account abuse defenses without crushing conversion, support workflows, or analytics quality.
Cloudflare AI Security for Apps GA: A Rollout Playbook for Platform Teams
How to operationalize Cloudflare AI Security for Apps GA with staged enforcement, prompt-data controls, and SOC-ready telemetry.
After Google Closes Wiz: A Practical Integration Blueprint for Cloud and Security Teams
How platform teams should integrate cloud-native risk visibility and AI-era security workflows after Google’s Wiz acquisition closes.
Stateful API Scanning in Production: How to Integrate Findings into SOC Action Loops
A production playbook for operationalizing stateful API vulnerability scanners with ownership, prioritization, and closure metrics.
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.
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.
Stateful API Scanning in 2026: Connecting Discovery, Runtime Signals, and Response
A production blueprint for combining stateful API scanning with runtime telemetry to reduce blind spots in modern API security programs.
Stateful API Scanning: Connecting CI Findings to Production Reality
How to deploy stateful API vulnerability scanning without drowning teams in duplicate, low-context alerts.