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feature discovery

11 posts

blogengineer
08-Feb-2026

Product Intelligence Software FAQ: Complete ROI Guide

Product intelligence software promises better decisions. Here's what it actually costs, delivers, and how to measure ROI using code metrics that matter.

blogengineer
08-Feb-2026

AI Product Management: Ideas That Will Dominate 2025

Product managers need code awareness, not more dashboards. Here's what separates winning AI PMs from those drowning in feature backlogs in 2025.

blogpm
08-Feb-2026

AI-Driven Project Management: The Complete Playbook for Product Teams

Most AI project tools are glorified chatbots. Here's how to actually use AI to understand what's happening in your codebase and ship faster.

blogpm
08-Feb-2026

AI for Product Managers: 8 Essential FAQs That Reveal the Future

Most PMs ask the wrong questions about AI. Here are 8 that actually matter — and how code intelligence gives you answers marketing can't fake.

blogpm
08-Feb-2026

Turn AI Assistants Into Product Intelligence Partners with MCP

Stop using ChatGPT as a search engine. MCP lets AI assistants access your feature catalog, code health data, and competitive gaps directly.

blogcto
08-Feb-2026

Context Intelligence Platform: Transform Raw Code Data Into Actionable Insights

Raw code metrics lie to you. Stop drowning in file-level data. Learn how context intelligence platforms turn code into features, ownership, and strategy.

technicalengineer
06-Feb-2026

How We Cluster 4,000 Files Into Features Using Louvain Community Detection

Technical deep dive into graph-based feature discovery. How Louvain modularity optimization groups files into meaningful features automatically.

Vivian M. Otieno
technicalengineer
05-Feb-2026

Why Your Codebase Is a Graph, Not Files

Deep dive into graph-based code analysis and why traditional file-based thinking fails at scale.

Tariro Mukandi
blogpm
29-Jan-2026

Automated Feature Catalogs: Why Your Wiki Doesn't Work

Wikis are always stale. Auto-generated feature catalogs from code analysis are always current. Here's the difference.

Tariro Mukandi
blogpm
28-Jan-2026

Competitive Intelligence from Code: How Gap Analysis Works

Automated competitive gap detection that scans competitor features and maps them against your codebase. Real intelligence, not guesswork.

Fatima Zahra Ghaddar
technicalengineer
23-Jan-2026

Stop Hand-Rolling Feature Discovery: Here Is the Math That Actually Works

Manual feature mapping is expensive, incomplete, and always stale. Graph-based automated discovery finds features humans miss. Here is the algorithm.

Vivian M. Otieno