Books Blog Articles About

Sign In Get Access

Navigation

Books
Blog
Articles
About
Contact

Sign In Get Access

D

Loading

D

DOCTRINE

Books Blog Articles About Contact

© 2026 DOCTRINE. All rights reserved.

Articles | Doctrine

LinkedIn articles

Syndicated pieces, hosted on LinkedIn.

Shorter writing that publishes first to LinkedIn. The Three-Body Problem series is the canonical home of the argument; these articles are entry points and follow-ups.

Categories

All18
Federal & Compliance2
AI Governance7
Agent Architecture2
Model Operations2
DevSecOps & Platform2
Industry Commentary3

Top tags

ai-governance4
blade-runner3
finops3
ai-cost2
cybersecurity2
devsecops2
enterprise2
federal-ai2

May 13, 2026·AI Governance

The Icing Problem Your AI Doesn't Know It Has

Most enterprise AI deployments skip safety evaluations entirely. Here's what capability, behavioral, and adversarial evals actually test, and why skipping them produces Therac-25-level failures.

ai-safetyevaluationspop-cultureiron-man

Read on LinkedIn →

May 11, 2026·Federal & Compliance

Ender's Rule: Dragon Army Never Fights the Same Way Twice

vendor-capture2

Pre-authorized compliance profiles that shift your security posture at adversary speed. Three profiles, clear transition authority, four readiness metrics.

catodevsecopszero-trustpop-culture

Read on LinkedIn →

May 8, 2026·DevSecOps & Platform

Moving Away from GitHub: The Trick Is Over

GitHub's April 2026 crisis, merge corruption, a critical RCE, and high-profile departures, makes the case for GitLab Ultimate as the enterprise DevSecOps platform.

gitlabgithubcybersecurityenterprise

Read on LinkedIn →

May 7, 2026·DevSecOps & Platform

Bridge Crew, Not Autopilot: Why AI Copilots Work Best as Your Number One

GitLab Duo, not Microsoft Copilot, shows what an AI copilot looks like when it is platform-native. A Star Trek lens on what actually works.

gitlabcopilotpop-culturestar-trek

Read on LinkedIn →

May 6, 2026·Model Operations

We Checksum Our Model Weights. We Don't Check What's Inside Them.

SHA-256 verifies the archive. SC-5 (Forensic Verification) confirms the weights inside. Here is why the difference matters for federal AI governance.

federal-aimodel-provenancendaamlsecops

Read on LinkedIn →

May 4, 2026·Federal & Compliance

Schoolhouse Rock Said the Bill Became a Law. Your Pipeline Still Isn't Ready.

The FY 2026 NDAA is converting AI guidance into enforceable mandates. Here is how the legislative supply chain works and why early movers win.

ndaafederal-aidefense-acquisitionpop-culture

Read on LinkedIn →

Apr 30, 2026·AI Governance

The Minority Report AI Governance Is Missing

72% of enterprises think they govern their AI. Most don't. A policy that's never been attacked by an adversary isn't a policy; it's a hypothesis. Here's the pre-flight that changes that.

adversarial-testingzero-trustpop-cultureminority-report

Read on LinkedIn →

Apr 27, 2026·Industry Commentary

Google Built the Orchestra. Nobody Tuned the Instruments.

Google, ServiceNow, and Microsoft announced multi-agent orchestration this week. Nobody is solving the context fidelity problem at handoff. Every re-transcription is lossy.

multi-agentagent-orchestrationcontext-engineeringgoogle

Read on LinkedIn →

Apr 23, 2026·Model Operations

The Model That Argues Back: Taming Claude Opus 4.7

Opus 4.7 treats specifications as negotiating positions. Four harness changes contain the variance without breaking what makes the model sharp.

claudellmopsagentopsai-engineering

Read on LinkedIn →

Apr 22, 2026·AI Governance

Ferris Bueller Took the Ferrari and Billed It to IT

Your AI token budget has a side-project problem. Project-scoped attribution, a four-tier usage policy, and a prompt audit log fix it without surveillance.

ai-governancefinopsdevsecopspop-culture

Read on LinkedIn →

Apr 20, 2026·AI Governance

The Prime Directive for AI: Why Guardrails Are the Plot Armor Your Organization Needs

Air Canada's chatbot, McDonald's AI drive-thru, and five governance patterns from Star Trek that map directly to EU AI Act and NIST RMF compliance frameworks.

ai-governanceeu-ai-actnistpop-culture

Read on LinkedIn →

Apr 15, 2026·Agent Architecture

Beyond Signal Range: How the Age of Sail Solved the Disconnected AI Problem Two Centuries Early

Sealed orders, AI review councils, and defensive agents at the edge: how 18th-century naval governance maps to disconnected AI systems operating beyond signal range.

edge-aidisconnectedagent-architecturepop-culture

Read on LinkedIn →

Apr 13, 2026·Agent Architecture

Your AI Raptor Learned to Open Doors

Only 14.4% of deployed AI agents have full security approval. Here is what the approval gap costs, why it exists, and how graduated autonomy closes it.

agentic-aigraduated-autonomypop-culturejurassic-park

Read on LinkedIn →

Apr 10, 2026·AI Governance

Doc Brown's DeLorean Was a FinOps Nightmare

Consumption-priced AI looks cheap until your DeLorean starts paying for the plutonium. The four FinOps controls that keep AI spend predictable without freezing experimentation.

finopsai-costpop-cultureback-to-the-future

Read on LinkedIn →

Apr 7, 2026·AI Governance

Standing Up Costs Something: What WALL-E Teaches Us About Consumption-Priced AI

Consumption pricing is the chair on the Axiom. It rewards the path of least resistance and lets cost discipline atrophy. The control patterns that keep AI standing on its own legs.

finopsai-costpop-culturewall-e

Read on LinkedIn →

Apr 6, 2026·Industry Commentary

Did NVIDIA Wake Up From Dreaming?

We read the NeMo Agent Toolkit source code. The product was born as NASSE, the NVIDIA Agent Safety and Security Engine, then renamed before shipping. Here is what the code says about which mission survived.

nvidiaai-governancepop-cultureblade-runner

Read on LinkedIn →

Apr 1, 2026·Industry Commentary

Is NVIDIA Dreaming of Electric Sheep? Why Governance Infrastructure Cannot Be Rented

NVIDIA builds your compute and now supplies your AI governance. The Voight-Kampff problem from Blade Runner is your procurement decision: how to verify the governance is yours, not theirs.

nvidiavendor-captureai-governancepop-culture

Read on LinkedIn →

Mar 25, 2026·AI Governance

Bottle Rockets Don't Reach the Moon

Most enterprise AI pilots are bottle rockets: impressive launch, no orbit. The four-axis maturity check that separates pilots that can scale from ones that cannot, before the demo day.

enterprise-aiai-maturitypop-culturepilots

Read on LinkedIn →