Enterprise AI PC Rollouts and Hybrid Inference Governance (2026)
A practical operating model for organizations adopting AI PCs while balancing local inference, cloud controls, and supportability.
Priya Sharma
Security and identity systems. Passkeys, privacy, and browser platform changes.
180 articles
When a GitHub Account Breach Becomes a Customer Data Incident: Response Blueprint
A practical incident model for detecting, containing, and learning from source-control-origin data exposure events.
GitHub App Installation Token Format Migration Playbook (2026)
A production migration strategy for teams impacted by GitHub App installation tokens expanding beyond fixed-length assumptions.
GitHub OIDC Beyond Cloud Login: Enterprise Registry Federation Playbook
A practical approach to replacing static credentials in CI with OIDC claims, custom properties, and policy-driven trust.
Designing an Agent-Ready Web: Anonymous Credentials and Origin Protection
How to balance AI agent access, abuse prevention, and user privacy with modern web accountability patterns.
Browser-Native AI Is Becoming an Enterprise Surface: Security Architecture Before Convenience
How to design controls for agentic browser features, memory-enabled assistants, and auto-browse workflows before large-scale rollout.
Cloudflare Agent Memory in Production: Governance, Retention, and Retrieval Playbook
A practical architecture for operating persistent agent memory with policy controls, privacy boundaries, and measurable reliability.
Cloudflare for AI Apps: Zero-Trust LLM Gateway Patterns from Prompt Ingress to Tool Egress
A security-first blueprint for protecting AI workloads with identity-aware routing, prompt inspection, and controlled tool execution.
GitHub Actions in 2026: ABAC, Runtime Isolation, and Private Network Resilience
How to redesign CI trust boundaries using OIDC custom property claims, ephemeral runtime controls, and private network failover patterns.
LLM API Key Blast Radius: Guardrails for Security and FinOps Teams
Lessons from recent API-key misuse cases and a concrete design for spend-safe AI platform operations.
Browser-Integrated AI Is Here: Enterprise Governance Before Shadow Automation Spreads
How to govern Gemini-in-browser and browser-native assistants with clear data boundaries, controls, and rollout policies.
GitHub Actions OIDC Custom Properties: A Practical ABAC Playbook for 2026
How to use repository custom properties in OIDC claims to replace brittle per-repo IAM sprawl with policy-driven CI trust.
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.
Cloudflare Bot Management in 2026: Intent-Centric Governance for AI Crawlers and Agents
A practical governance model for handling AI crawlers, autonomous agents, and legitimate automation without breaking user experience.
Beyond Bots vs Humans: Designing Intent-Centric Traffic Governance for AI-Era Web Apps
A practical architecture for replacing brittle bot labels with intent, accountability, and privacy-preserving controls.
Beyond Bots vs Humans: Building Intent-Centric Traffic Governance with Anonymous Credentials
A production playbook for replacing brittle bot labels with intent scoring, accountability controls, and privacy-preserving trust signals.
GitHub Actions OIDC in 2026: Custom Claims, ABAC, and Safer Multi-Cloud Deployments
How platform teams can use the latest GitHub Actions OIDC capabilities to implement attribute-based access control and reduce CI credential risk.
GitHub Actions as a Security Domain: A 2026 Roadmap for OIDC Claims, Egress Control, and Forensic Visibility
How to treat CI as a first-class security domain by combining GitHub Actions data stream telemetry, network controls, and identity-bound workload policies.
CodeQL Models-as-Data Adds Sanitizers and Validators: A Practical AppSec Rollout Plan
How to operationalize new CodeQL sanitizer and validator modeling across large repositories without breaking delivery velocity.
GitHub Actions Org-Level OIDC for Dependabot and Code Scanning: A Practical Rollout Model
A production rollout playbook for adopting organization-level OIDC in Dependabot and code scanning without breaking developer throughput.