Connectory: organizational memory for your whole company, plus PR reviews that use it. Free to start.

Data & Analytics12 min

The Enterprise RAG Maturity Model: From Naive Retrieval to Production

Most enterprise RAG stalls at demo quality. This five-level maturity model gives AI/ML leads a roadmap to trustworthy, access-controlled knowledge systems.

Ryan Okonkwo · July 27, 2026
Engineering Intelligence15 min

The Enterprise Guide to Agentic AI Governance and Organizational Memory

A practical buyer guide for leaders moving from AI coding tools to governed agentic software delivery, with institutional memory as the control layer.

Maya Srinivasan · July 16, 2026
Governance & Security13 min

First-Line AI Governance: Engineers as Your Organization's First Auditors

With EU AI Act fines hitting €35M in August 2026, forward-thinking teams embed governance into dev workflows instead of bolting it on after. Here's how.

Nadia Volkov · July 6, 2026
Agentic AI11 min

Agent Manifests: Bringing API Design Discipline to Multi-Agent Systems

Formal agent manifests, modeled on OpenAPI specs, prevent unauditable chaos in multi-agent orchestration by defining capabilities, token budgets, and interaction contracts.

Alex Rivera · June 29, 2026
Engineering Practices12 min

AI Code Contribution Limits: Why 40% Is Your Quality Threshold

AI-assisted PRs rose 20% while incidents climbed 23.5%. Data points to a 25-40% sustainable ceiling for AI-generated code before quality degrades. Here's how to monitor and enforce it.

Ryan Okonkwo · June 22, 2026
Agentic AI13 min

The PoC-to-Production Death Valley: Engineering Patterns That Get AI to 1.0

67% of orgs reach AI proof-of-concept but can't operationalize. Here are the specific engineering patterns, infrastructure decisions, and governance checkpoints that bridge the gap.

Megan Liu · June 15, 2026
AI Code Quality20 min

AI Code Governance: The Framework 91% of Engineering Teams Need Now

Traditional code review fails for AI-generated code. Here's the practical governance framework that catches vulnerabilities, manages technical debt, and passes compliance audits.

Ryan Okonkwo · April 20, 2026