Intelligence Adjacent framework methodology, architecture, and best practices
framework
Industry reports cite 85% repeat usage for AI agents. But the data shows most enterprises are nowhere close. Here's why the gap exists and what the reliability leaders do differently.
framework
The Model Context Protocol revolutionized how AI assistants connect to external tools—but token costs are driving the industry back toward CLI and direct API approaches. Here's what's changing and why it matters.
framework
A step-by-step guide for existing IA Framework users to migrate from symlink-based root installation to clean project-only architecture.
framework
After months using Claude Code with Anthropic models, I tried switching to OpenCode with MiniMax-M2.5. Here's the honest analysis of cost, speed, accuracy, and whether the tradeoffs are worth it.
framework
From CLI tool to multi-tenant platform: the architecture decisions that enable BYOK trust, agent deployment, and collaborative compliance workflows.
security
The code review skill now runs four sequential passes — structural recon, pattern scanning, semantic data flow tracing, and self-verification with confidence ratings.
framework
A new ETH Zurich study finds that LLM-generated context files reduce task success rates and raise inference costs by 20%. Here's what the data actually shows.
security
Prompt injection isn't growing because attackers got smarter. It's growing because we keep adding capability without solving the underlying architectural problem.
security
14 security vulnerabilities found. 3 systematic sprints. 100% validation success. How systematic code review and sprint-based remediation transformed our framework from vulnerable to production-ready.
security
The market promises autonomous AI pentesters replacing humans. The reality is more nuanced. What AI pentesting actually is, what it isn't, and why adjacency beats replacement.
security
A systematic gap analysis against Claude Code security standards revealed dormant hooks, missing defense layers, and undocumented decisions. Here is what I found and what I fixed.
security
Security guidance with framework citations, not hallucinations. Meet /advisory—a skill that automates research BEFORE asking questions.