Blog
March 4, 2026
Governing MCP Servers, Skills, and Plugins at Enterprise Scale
Why version control, access control, and supply chain security for MCP servers are the unsolved infrastructure problems blocking enterprise AI agent deployments.
January 31, 2026
LLM Agnosticism Is Not Optional
Why the LLM landscape will keep shifting, and the Terraform-inspired architecture that lets enterprises swap models without losing their accumulated context and memory.
November 14, 2025
Knowledge Workers Who Code
The new 80/20 rule: 20 percent of non-technical knowledge workers are now building software with AI, and the gap between them and the other 80 percent is becoming a strategic problem for enterprises.
September 14, 2025
SaaS Headwinds
Three AI-driven forces are converging to structurally reduce the addressable market for SaaS companies.
July 14, 2025
The Planning Problem in On-Demand Manufacturing
Why quoting, scheduling, and capacity planning in make-to-order manufacturing are fundamentally harder than serial production, and where AI actually moves the needle.
April 30, 2025
Alpha Runs on Context
Why the firms generating the most consistent alpha are the ones that solved data ingestion, not model selection, and why investors must own these systems.
March 3, 2025
ERP and AI
Why AI agents, vertical-specific systems, and the shift to in-house builds are demoting ERP from enterprise centerpiece to background plumbing.
January 14, 2025
Context Engineering
Why assembling the right context safely, securely, privately, and compliantly is the real bottleneck for enterprise AI, not model capability.
December 9, 2024
Beyond Autocomplete: Why AI Coding Needs Context-Aware IDEs
Why token-level code suggestions have hit their ceiling, and how context-native, agentic development environments will reshape enterprise software engineering.
November 14, 2024
AI Safety in the Enterprise
Eight safety layers enterprises need to deploy generative AI responsibly, from content moderation to code isolation.
October 24, 2024
How to Assess Enterprise LLM Applications for Production Readiness
A practical evaluation framework for determining whether your AI prototype is ready for production deployment.
January 30, 2024
Introducing RAGO
A suite of open-source LLMs purpose-built for Retrieval Augmented Generation, available on Hugging Face.
October 12, 2023
LLM Productionization Difficulty Rubric
Five categories that determine how hard it is to take an LLM from prototype to production.
August 10, 2023
LLMs & Cloud Hyperscalers
Why AWS, Azure, and GCP win regardless of whether open-source or closed-source LLMs prevail.
June 13, 2023
Retrieval Augmented Generation (RAG)
How RAG combines vector search with LLMs to turn enterprise document search into a question-answering system.
May 9, 2023
Future of Vector Databases
Why vector databases can't replace primary storage yet, and the race between native vector support vs. standalone vector DBs.