Engineering Notes from Production AI
Field notes on governed agents, model routing, deployment, and the operational details behind reliable enterprise AI systems.
All posts (135)
- CreateOS Sandbox Jenkins plugin: ephemeral microVMs as build agents
createos sandbox · Sep 30, 2026
- CreateOS and Anchor: Browser Access for AI Agents
CreateOS Sandbox · Sep 29, 2026
- AI Agents for Manufacturing: Which Workflows to Run First
Sep 25, 2026
- Cloud Development Environment for AI Agents: What It Needs in 2026
Sep 25, 2026
- Perplexity Sandbox API vs CreateOS Sandbox, Compared
Sep 11, 2026
- How to Give Your AI Agent a Computer: A Computer Use Agent Setup Guide
Sep 10, 2026
- When Coding Agents Need Firecracker (Not a Shared Kernel)
createos sandbox · Sep 7, 2026
- Isolation Primitives for AI Agents: MicroVM, gVisor, or Container?
createos sandbox · Sep 6, 2026
- CreateOS Is Now an OpenAI Select Partner
createos · Aug 18, 2026
- The AI SDLC Needs an Execution Layer, Not a Faster Pipeline
Aug 18, 2026
- Workato Alternatives for Running AI Agents in Production
Aug 18, 2026
- Why Cloud Agents Need a Governed Runtime
AI agents · Aug 16, 2026
- AI Agent Security After the OpenAI Sandbox Escape
Aug 11, 2026
- Browser Sandboxes for Computer-Use Agents
createos · Aug 9, 2026
- MCP’s Stateless Era: A Production Migration Guide
MCP · Aug 5, 2026
- Cloudflare Sandbox Pricing, Compared: What Drives the Bill
Aug 5, 2026
- Firecracker Sandboxes for AI Agents: What Happens After Isolation
Aug 5, 2026
- AI Agents for Customer Support: Triage, Escalation, and Quality Control
createos · Jul 16, 2026
- Deploy AI Infrastructure in Seconds with Stripe Projects
createos · Jul 15, 2026
- AI Agents for Legal Operations: Intake, Review, Tracking
createos · Jul 13, 2026
- AI Agents for Sales Teams: Research to Deal Follow-Through
createos · Jul 13, 2026
- The Agent Memory Problem: What to Store, Forget, and Audit
createos · Jul 13, 2026
- The Production AI Agent Playbook: Test, Govern, Recover
createos · Jul 13, 2026
- MCP Server Security: Preventing Tool Poisoning, Credential Leakage, and Excessive Permissions
createos · Jul 13, 2026
- CreateOS Joins the Google for Startups Accelerator India
createos · Jul 9, 2026
- AI Agent Governance: Turning Policy Into Runtime Controls
Jul 9, 2026
- Best AI Agent Sandbox in 2026: 27 Benchmarked, 3 Just Launched
Jul 9, 2026
- AWS Lambda MicroVMs Pricing: What Sandbox Compute Costs
createos · Jul 9, 2026
- How to Integrate Okta With an AI Agent Platform
Jul 9, 2026
- MCP Server Hosting: How to Choose a Platform in 2026
Jul 8, 2026
- MicroVM Isolation for AI Agents: Why Containers Fall Short
createos · Jul 7, 2026
- How to Monitor Your AI App After the First Users Arrive
createos · Jul 3, 2026
- AI App User Onboarding: From Prototype to First Revenue
createos · Jul 3, 2026
- Turn an AI App Prototype Into a Product People Can Use
createos · Jul 3, 2026
- Build an App With AI Without Losing Deployment Control
createos · Jul 3, 2026
- How to Create an App with AI in 2026
createos · Jul 3, 2026
- The Invisible Handoff That Breaks Enterprise AI Agents
createos · Jul 1, 2026
- Your AI Agent Has No Owner. That’s the Real Risk.
createos · Jul 1, 2026
- The Silent Bug That Makes AI Agents Dangerous
createos · Jun 29, 2026
- Why Smart AI Agents Make Stupid Decisions
createos · Jun 29, 2026
- Before You Trust an AI Agent, Check Its Data Trail
createos · Jun 29, 2026
- The API Call That Can Break Your AI Agent
createos · Jun 29, 2026
- AI Agent Observability: Beyond Latency and Tokens
createos · Jun 28, 2026
- AI Agent Registry: Get One Before Agent Sprawl Starts
createos · Jun 28, 2026
- Human-in-the-Loop AI Agents: When Approval Gates Matter
createos · Jun 28, 2026
- AI Agent Control Plane vs Model Gateway: Key Differences
createos · Jun 28, 2026
- AI Deployment Platform With Built-In Monetisation
Jun 26, 2026
- AI Agent Versioning: Release History for Prompts & Tools
createos · Jun 25, 2026
- What Is an AI Agent Sandbox? Safe Testing Before Production
createos · Jun 25, 2026
- AI Agent Rollback: Recovering When an Agent Fails
createos · Jun 25, 2026
- What Is an MCP Server? A Plain-English Guide for 2026
MCP · Jun 25, 2026
- AI Agent Audit Trails: What Enterprises Need to Prove
createos · Jun 24, 2026
- How to Add Guardrails to AI Agents Before Production
createos · Jun 24, 2026
- Agentic Development Lifecycle: Prototype to Production
createos · Jun 24, 2026
- Enterprise Agentic AI Strategy: Architecture to Production
createos · Jun 24, 2026
- Where to Deploy an LLM-Powered App for Free in 2026
createos · Jun 24, 2026
- How to Deploy an AI Agent End-to-End With No DevOps
createos · Jun 24, 2026
- Fork Your Agent's State: Parallel Rollouts, Pause for Idle
createos sandbox · Jun 22, 2026
- Isolation, Networked: Untrusted Code as Systems
createos sandbox · Jun 22, 2026
- Enterprise AI Intake Forms Should Connect to the Work
createos · Jun 19, 2026
- Smarter AI App Builders Need Runtime Feedback, Not Prompts
createos · Jun 19, 2026
- Review Agents Need Production Context, Not Just PR Comments
createos · Jun 19, 2026
- Enterprise AI App Development Needs More Than a Landing Page
createos · Jun 19, 2026
- Lovable's Template Library: What Happens After the Fork
createos · Jun 19, 2026
- Private AI Agents for Enterprise Teams: Governance First
createos · Jun 18, 2026
- AI Agents for Marketing Teams: Ideas to Production
createos · Jun 18, 2026
- AI Model Gateways for Product Teams: What to Evaluate
createos · Jun 18, 2026
- Top AI Agent Platforms for Regulated Teams
createos · Jun 17, 2026
- Review Agent Workflows for Regulated Teams in 2026
createos · Jun 17, 2026
- The Execution Layer for AI Website Builders in Production
createos · Jun 17, 2026
- Onboarding Agent for Enterprise Teams
createos · Jun 16, 2026
- Deploy a Next.js AI App With a Built-In Database (2026)
Jun 16, 2026
- Monitoring Agents Are Easy to Sketch. Hard to Ship.
createos · Jun 15, 2026
- Top AI Agent Platforms for Enterprise Teams in 2026
createos · Jun 15, 2026
- Top AI App Builders for Production-Ready Apps
createos · Jun 15, 2026
- The Execution Layer Behind Agents That Reach Production
createos · Jun 15, 2026
- Bolt.new Alternative for Production AI Apps (2026)
Jun 15, 2026
- AI Agents for SEO, Social, and Lending After the Prompt
createos · Jun 12, 2026
- Functional AI Agent Use Cases That Actually Reach Production
createos · Jun 12, 2026
- Claude Models Are Fast. Your Gateway Stack Isn't.
createos · Jun 10, 2026
- AI Coding Tools Compared: The Code-to-Production Tax
createos · Jun 10, 2026
- Model Performance Benchmarking: Beyond the Leaderboard
createos · Jun 9, 2026
- Automated Workflows Still Hit a Wall Before Deployment
createos · Jun 9, 2026
- No-Code Apps Are Easy to Start, Hard to Finish
createos · Jun 9, 2026
- Enterprise AI Integration Still Breaks at the Team Layer
createos · Jun 8, 2026
- Connect Data Sources and Deploy Without Switching Context
createos · Jun 5, 2026
- The Last Mile: One Stuck AI Pilot Into Production
Enterprise AI · Jun 4, 2026
- The 12-Month Window: AI Agent Leaders Run 12 at Once
Enterprise AI · Jun 4, 2026
- Why 95% of Enterprise AI Pilots Never Reach Production
Enterprise AI · Jun 4, 2026
- The Security Approach Behind AI Apps That Reach Production
createos · Jun 3, 2026
- AI Orchestration Layers and Execution Continuity
createos · Jun 3, 2026
- The Hidden Cost of Fragmented Tooling in Enterprise AI
createos · Jun 2, 2026
- Best AI App Builder for Serious Production Projects (2026)
May 29, 2026
- Enterprise AI Deployment Platform With SOC 2 Compliance
May 29, 2026
- Lovable Alternative With a Persistent Backend (2026)
May 29, 2026
- On-Prem AI Deployment Platform With Single-Tenant Compute
May 29, 2026
- Railway Alternative for Hosting AI Agents (2026)
May 29, 2026
- From Replit Agent to Production in 2026: The Migration Path
May 29, 2026
- Where to Host an MCP Server With Persistent Storage in 2026
May 29, 2026
- Deploy Supabase Services with CreateOS
Supabase · May 27, 2026
- CreateOS vs Lovable: Deployment and Ownership Over Speed
createos · May 26, 2026
- The Hidden Gap Between AI Model Catalogs and Working APIs
createos · May 25, 2026
- Governance and Control: AI Apps Enterprises Actually Trust
createos · May 22, 2026
- From Idea to Working MVP Without Switching Tools
createos · May 22, 2026
- Best Free AI App Builder in 2026: What They Ship
May 18, 2026
- Replit Alternative for Production AI Apps (2026)
May 18, 2026
- Where to Host an MCP Server for Free in 2026
May 18, 2026
- Agentic workflows are still not there
AI agents · May 14, 2026
- The API Skills Economy: Earn When AI Agents Do the Work
agents · Apr 20, 2026
- Building an Agent-Native Marketplace With a Bubble Tea TUI
Bubble tea · Apr 20, 2026
- Building a Monetized API: From Zero to Earning in 5 Minutes
agents · Apr 20, 2026
- Managing Env Vars and Cron Jobs From the Terminal
env-vars · Apr 20, 2026
- Deploy an API in 2 Minutes From Your Terminal
agents · Apr 20, 2026
- Agentic Deployments Live on CreateOS
createos · Apr 17, 2026
- Your Terminal as the Control Layer for Google Workspace
Google Workspace · Mar 10, 2026
- Build It Now: When Anyone Can Ship
build it now · Feb 17, 2026
- Inside a CreateOS Pilot: CCTV Oversight in Indian Textiles
CreateOS Case Study · Feb 12, 2026
- CreateOS Pricing: Capabilities for Every Workflow
createos · Feb 10, 2026
- CreateOS: The Single Intelligent Workspace
intelligent workspace · Feb 4, 2026
- The CreateOS Ecosystem
createos · Feb 3, 2026
- Why Another Dashboard Won’t Fix Developer Focus
execution continuity · Jan 26, 2026
- The Hidden Glue Work Holding Developer Stacks Together
developer productivity · Jan 26, 2026
- Tool Sprawl Is the New Technical Debt for Modern Dev Teams
developer productivity · Jan 26, 2026
- What a Truly Unified Developer Day Could Actually Look Like
developer flow · Jan 21, 2026
- A Day in the Life of a Vibe Coder
vibe coding · Jan 21, 2026
- A Day in the Life of a Small Dev Team
tool sprawl · Jan 21, 2026
- A Day in the Life of a Solo Founder
indie-hacker · Jan 21, 2026
- What Is a Unified Execution Environment?
UEE · Jan 12, 2026
- Deployment Isn’t the Bottleneck Anymore
Development Velocity · Jan 12, 2026
- The Cost of Fragmented Tooling
Developer Tool Costs · Jan 12, 2026
- Why Context Switching Is Killing Modern Builders
context switching · Jan 12, 2026
- CreateOS Is Live
nodeops · Jan 2, 2026
- CreateOS: Zero-Downtime Deployments
AI · Oct 16, 2025
- CreateOS Container-First Architecture: Your Docker Images
AI · Oct 14, 2025
- Streamlining Software Deployment with Templates
NodeOps Network · Dec 22, 2024