Agent Readiness in Production: Canonical Routing, Crawl Contracts, and Documentation Reliability
A practical architecture for making websites and docs truly consumable by AI agents while preserving canonical authority and change safety.
#api
27 articles
Browser Automation for Agents: Human-in-the-Loop Security Patterns Enterprises Can Audit
Designing browser-capable agents with approval gates, session recording, and least-privilege credentials.
From API Key Leak to 9M JPY Bill: Guardrails for Firebase and GenAI Integrations
A practical security and FinOps response plan to prevent runaway API billing incidents in Firebase and AI-enabled apps.
API Key Governance for AI Apps: Preventing Cost Explosions and Silent Breaches
A production checklist for preventing API key abuse in AI-enabled applications, inspired by recent developer incident reports.
Copilot SDK Public Preview: Multi-Language Agent Platform Architecture for Product Teams
An architecture blueprint for teams adopting the GitHub Copilot SDK across TypeScript, Python, Go, .NET, and Java with policy, observability, and cost control.
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.
Passkeys in 2026: Device-Bound Session Security for High-Risk Applications
Designing passkey-first authentication with session binding, recovery controls, and fraud response for enterprise products.
Credential Revocation API Expansion: Incident-Grade Token Response for GitHub OAuth and Apps
An operations playbook for using expanded credential revocation capabilities to contain leaks faster and reduce lateral movement risk.
AI Security for Apps GA: Runtime Protection Patterns for Agentic Systems
A practical defense architecture for prompt abuse, tool misuse, and data leakage as AI security controls move into mainstream app platforms.
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.
Edge AI Agents Need Cost Guardrails: Structured Error Contracts as a Control Plane
How teams can cut runaway LLM agent token costs by standardizing machine-readable error responses, retry policies, and edge fallback paths.
GitHub REST API 2026-03-10: A Migration Governance Playbook for Platform Teams
How to migrate safely to GitHub REST API version 2026-03-10 with contract tests, rollout rings, and breakage containment for enterprise integrations.
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.
REST API Version 2026-03-10: How to Institutionalize Safe Upgrade Cycles
A practical migration pattern for adopting new GitHub REST API versions with contract tests, deprecation budgets, and phased rollout.
GitHub REST API 2026-03-10 and Copilot Agent Workflows: A Governance Playbook
How platform teams can adopt new GitHub API capabilities and Copilot coding-agent workflow controls with auditability and release safety.
GitHub REST API 2026-03-10: A Migration Playbook for Stable Integrations
How platform teams should adopt the new GitHub REST API version with compatibility testing, endpoint inventorying, and rollout guardrails.
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.
Structured Issue Metadata on GitHub: Turning Backlogs into Queryable Operations Data
How engineering teams can use issue fields to improve prioritization, automation, and delivery governance.
RFC 9457 Error Contracts as a Cost Control Layer for AI Agents
Using structured API errors to cut retry storms, reduce agent token burn, and improve reliability in tool-using AI systems.
Cloudflare AI Security for Apps GA: Adoption Playbook for Real-World Architectures
A deployment-focused guide for integrating Cloudflare AI Security controls into application and agent traffic paths.
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.
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.
Pingora Ingress Request Smuggling: An Operator Response Playbook
A practical response plan for teams running Pingora as ingress after newly disclosed request smuggling CVEs.
Beyond the Patch: Defense-in-Depth After Pingora Request Smuggling Alerts
A practical operations playbook for combining parser hardening, stateful API scanning, and incident telemetry.
Stateful API Scanning: Connecting CI Findings to Production Reality
How to deploy stateful API vulnerability scanning without drowning teams in duplicate, low-context alerts.
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.
From Figma MCP to Production: Delivery Contracts for Design-to-Code
A contract-first operating model for teams using Figma MCP generated layers directly inside engineering workflows.