When the LLM Gateway Is Compromised: Enterprise Incident Response After LiteLLM-Type Events
A containment and recovery architecture for organizations relying on shared model gateways in production.
Priya Sharma
Security and identity systems. Passkeys, privacy, and browser platform changes.
180 articles
AI Training Opt-out and Repository Policy Ops: Enterprise Controls for 2026
A practical control framework for organizations responding to AI training policy changes in coding platforms.
GitHub Copilot PR Automation: Governance Patterns After the March 2026 Shift
How to operationalize @copilot-driven PR edits and merge-conflict resolution with policy gates, auditability, and rollback discipline.
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.
Codex Plugin Integrations Across 20+ Tools: An Enterprise Governance Playbook
How platform teams can safely operationalize Codex plugin integrations with Gmail, GitHub, Figma, Notion, Slack, and cloud tools without losing control.
Dynamic Workers in Production: An Enterprise Rollout Playbook for Agent Sandboxes
How to adopt isolate-based dynamic execution for AI agents with policy controls, latency SLOs, and incident-ready operations.
GitHub Actions Timezones + Environment Controls: A Governance Upgrade for Global CI
How the late-March 2026 Actions updates change release scheduling, deployment approvals, and platform governance for distributed teams.
GitHub Artifact Attestations: A Practical SLSA Rollout Playbook for Enterprise CI/CD
How to deploy artifact attestations across GitHub Actions with phased policy enforcement, provenance audits, and exception workflows.
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.
Cloud Egress DDoS Cost Guardrail Architecture for 2026
Building layered egress controls that limit DDoS-amplified cloud costs while preserving service continuity and incident response speed.
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.
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.
Cloudflare Dynamic Workers for AI Agents: A Platform Playbook for Fast Isolation Without Losing Governance
Dynamic Workers and Workers AI updates suggest a new edge-agent runtime model. Here is how to adopt it with SRE, security, and FinOps discipline.
Post-Quantum by 2029: Enterprise Migration Blueprint for Android and Identity-Heavy Systems
How security and platform teams should prepare for accelerated PQC timelines across mobile, identity, and API infrastructures.
After Wikipedia’s AI Writing Clampdown: Enterprise Documentation Control Patterns
What platform and knowledge teams should change when public policy pressure tightens around AI-authored text quality and provenance.
GitHub Actions Hardening in 2026: Allowlisting, OIDC, and Incident-Ready Pipelines
A practical security blueprint for CI/CD after recent workflow compromises: action allowlists, ephemeral credentials, and containment drills.
GitHub Credential Revocation at Scale: Enterprise Incident Playbook for CI/CD Identity
A practical response model for leaked tokens, compromised automation credentials, and fast containment using revocation-first workflows.
GitHub OIDC Custom Properties + Copilot Agent Controls: Enterprise Governance Pattern for 2026
How to combine new OIDC claims and Copilot repository-access controls to harden CI/CD identity and agent operations without slowing teams down.
LiteLLM Compromise Wake-Up Call: Supply-Chain Response Playbook for AI Dev Stacks
How to respond when a popular AI dependency is compromised, and how to redesign package governance to prevent repeat blast-radius events.