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How a managed AI DevOps team replaces platform-engineering labor: capability tiers, approval gates, audit trails, and the economics of autonomous infrastructure.
CISA's KEV catalog closed 2025 at 1,484 entries, up 20% YoY. Microsoft accounts for a quarter; 20% have been used by ransomware. KEV deadlines are the compliance work no one staffs for — and the one with teeth.
Microsoft Agent 365 reached GA at $15/user/mo. Same six-week window as the Silverfort-discovered Entra Agent ID role flaw that let agent-only role holders take ownership of any service principal. Agent identity is real now — and it's governance work.
Backstage, Port, Cortex, and Humanitec made internal developer platforms standard practice in 2026. Here's what an IDP looks like when the platform team also has to satisfy FedRAMP, HIPAA, PCI, and SOC 2.
FedRAMP 20x is the biggest structural shift in federal cloud authorization since the program started. Annual ceremony collapses into a real-time control plane. Here's what changes for cloud providers.
At Knowledge 2026, ServiceNow and Accenture launched a joint Forward Deployed Engineering program for agentic AI: 300+ pre-built agent skills, AI Control Tower governance, FDEs inside customer environments. It's the clearest public picture of the 2026 operating model.
The largest SaaS deals in 2026 quietly require single-tenant infrastructure. A customer-isolated VPC, a residency-pinned region, an audit perimeter that stops at the customer boundary. Here's the architecture.
At Red Hat Summit, Ansible repositioned as the "trusted execution layer for IT operations in an agentic era." 2.7 ships an AI-agent orchestrator, an MCP server, and BYOK on the assistant. It's the clearest public articulation of what an active operations layer actually is.
Enterprises won't run autonomous agents on production cloud without control. The answer isn't permission soup. It's capability tiers — Observe reads, Operate acts on reversible work, Administer always asks.
An agent that can change IAM without a log is a liability. An agent that logs everything but can't do anything is a dashboard. The right answer is in the middle.
Autonomous DevOps agents move fast — but SOC 2 and HIPAA were written for humans clicking approve. Here's how to deploy them without breaking the audit chain.
FedRAMP Moderate is 325 controls, a 12-18 month ATO, and a 3PAO who wants evidence, not slides. Traditional DevSecOps covers maybe 60% of it. Here's how to close the rest.
HIPAA is not a checkbox. It's a set of technical controls that have to be embedded in your infrastructure. Here's what DevOps teams shipping healthcare software need.
Healthcare SaaS teams carry three frameworks at once. Manual evidence doesn't scale at twelve engineers. Here's the 2026 playbook to automate across all three with overlapping controls.
AI-generated fixes are mainstream, but banks need more than fast PRs. They need auditability. Here's how to run AI remediation in regulated codebases without tripping the rules.
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SOC 2 audits don't have to mean months of spreadsheet work. AI tools collect evidence continuously and map it to controls.
30 minutes with the team. We'll look at your cloud together, show you what we'd take off your plate, and scope a first month if it's a fit.