Local AI is getting practical. Who controls the tools?
A closer look at desktop AI, approved tool connections, and the boundaries shaping government deployments.
6 min readRead briefing
THE EPISODE ARCHIVE
Every episode. All the signal.
1–12 of 14 episodes
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When Trusted Access Turns Against You
Trusted access can become an attacker’s shortcut. Identity boundaries and major cyber campaigns put that trust to the test.
10 min readWatch episode
Government Platforms in Motion: DoDNet, Secure AI, and Auditable Delivery
Government workloads are on the move. The hard part is bringing identity, audit trails, and secure delivery along with them.
8 min readWatch episode
Federal Control Planes: Cloud Defense, Quantum Readiness, and Agent Guardrails
Cloud defense, quantum readiness, and AI agents share a challenge: proving who can do what, and leaving evidence behind.
6 min readWatch episode
Guardrails Go Operational: Agent Security, Supply-Chain Risk, and Federal Cloud Change
DevSecOps news, 2026 covering delivery-platform governance, real-world security incidents, FedRAMP authorization changes, and AI-native operations. The big shift is toward enforceable controls around agents, source integrity, cloud authorization, and software supply chains, with key coverage of GitHub MCP allowlists, OpenAI Daybreak, bounded AI-SRE workflows, and FedRAMP's new pipelines.
7 min readWatch episode
Hardening the Control Plane: Active Exploits, GitOps Guardrails, and FedRAMP's Reset
DevSecOps news for July 19-28, 2026 covering actively exploited vulnerabilities, Kubernetes and GitOps releases, delivery-platform controls, and federal technology policy. The big shift is toward stronger identity, provenance, and isolation at every control plane, with key coverage of CISA emergency deadlines, Fleet multi-tenancy, FedRAMP's transition, and government software assurance.
10 min readWatch episode
Harness: Worker Agents in the SDLC
Special DevSecHops episode featuring Harness.ai and a focused showcase of AI Agents built into the software delivery lifecycle.
4 min readWatch episode
AWS Summit Special: Classified Cloud, Agentic AI, and Reversible EKS
DevSecOps news for June 30-July 1, 2026 covering AWS Summit Washington, D.C., AWS Secret Cloud for Industry, ICAMF, Forward Deployed Engineering, Genesis Mission, EKS rollbacks, CloudFormation Express, ACM ACME, and Graviton5 C9g instances. This special also pulls in the related AWS Summit New York feature-release cluster for agentic AI, security, DevOps, and data context because those releases shape the same platform story.
7 min readWatch episode
Machine-Speed Security, FedRAMP Risk Rules, and Governed AI Agents
DevSecOps news for June 5-18, 2026 covering risk-based vulnerability response, agent governance, GitLab patches, and Kubernetes operations
10 min readWatch episode
GKE mTLS, EKS 1.36, Rancher Security Fixes, and Agent Workflow Guardrails
Seven-day DevSecOps briefing across GKE, EKS, AKS, Harness, Rancher, Fleet, RKE2, and agentic workflow tooling
14 min readWatch episode
GitLab AI Workflow Patching, Docker Runtime Mitigations, and Agent Security Guardrails
Seven-day DevSecOps briefing across GitLab, Harness, GKE, AKS, Docker, Kubernetes operations, Gitea registry risk, and agent security tooling
14 min readWatch episode
GitLab 19.0, Agent Guardrails, and Kubernetes Runtime Risk
Seven-day DevSecOps briefing across GitLab 19.0, Kubernetes, SonarQube, Keycloak, Sonatype, RKE2, AWS GovCloud, and agentic workflow tools
12 min readWatch episode
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Local AI is getting practical. Who controls the tools?
A closer look at desktop AI, approved tool connections, and the boundaries shaping government deployments.
6 min readRead briefing
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