Engineering Notes from Production AI

Field notes on governed agents, model routing, deployment, and the operational details behind reliable enterprise AI systems.

Deploy AI Infrastructure in Seconds with Stripe Projectscreateos

Naman Kabra · Jul 15, 2026 · 4 min

Deploy AI Infrastructure in Seconds with Stripe Projects

CreateOS is now a listed Stripe Projects provider. Provision an account, generate credentials, and deploy an AI app from the CLI in minutes.

AI infrastructureStripe Projectsdeployment
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AI Agents for Legal Operations: Contract Intake, Review, and Obligation Trackingcreateos

Naman Kabra · Jul 13, 2026 · 5 min

AI Agents for Legal Operations: Contract Intake, Review, and Obligation Tracking

Learn how legal operations teams can use AI agents to structure contract intake, extract terms for attorney review, route approvals, track obligations, and...

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AI Agents for Sales Teams: Research, Qualification, and Deal Follow-Throughcreateos

Naman Kabra · Jul 13, 2026 · 5 min

AI Agents for Sales Teams: Research, Qualification, and Deal Follow-Through

Deploy AI agents across sales research, lead qualification, meeting prep, and deal follow-through. Learn how to build accountable sales automation with clear...

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The Agent Memory Problem: What to Store, Forget, and Auditcreateos

Naman Kabra · Jul 13, 2026 · 5 min

The Agent Memory Problem: What to Store, Forget, and Audit

Production AI agents need governed memory lifecycles. Learn what to retain, expire, and audit to keep agent state secure, compliant, and accountable.

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The Production AI Agent Playbook: Test, Govern, Recovercreateos

Naman Kabra · Jul 13, 2026 · 7 min

The Production AI Agent Playbook: Test, Govern, Recover

A practical playbook for taking AI agents to production. Learn how to test tool behavior before release, apply runtime governance with scoped permissions,...

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CreateOS by NodeOps Selected for Google for Startups Accelerator: India 2026createos

CreateOS · Jul 9, 2026 · 4 min

CreateOS by NodeOps Selected for Google for Startups Accelerator: India 2026

CreateOS by NodeOps is one of 20 AI-first startups in the 2026 Google for Startups Accelerator: India cohort, selected from roughly 2,500 applications.

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AI Agent Governance: Turning Policy Into Runtime Controls

Naman Kabra · Jul 9, 2026

AI Agent Governance: Turning Policy Into Runtime Controls

AI agent governance works when policy is enforced at runtime. Map the 5 clauses in every AI policy to approval gates, audit trails, and sandbox isolation.

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AI Agent Sandbox Platforms: Pick One by Workload Shape

Naman Kabra · Jul 9, 2026

AI Agent Sandbox Platforms: Pick One by Workload Shape

Which AI agent sandbox should you pick? E2B, Modal, Daytona, Cloudflare Sandbox, Firecracker, and CreateOS compared by workload shape, not features.

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AWS Lambda MicroVMs Pricing: What Sandbox Compute Costscreateos

Naman Kabra · Jul 9, 2026 · 8 min

AWS Lambda MicroVMs Pricing: What Sandbox Compute Costs

AWS Lambda MicroVMs pricing decoded: what a sandbox-compute hour costs on Lambda vs Cloudflare Sandbox vs self-hosted Firecracker, with current rates.

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Give Us One Stuck Pilot.

We'll have it in governed production before your next board meeting.