AI-Assisted Development Optimization: Mine GitHub Repos for Skills You’re Missing
AI-assisted development optimization: mine public GitHub skill repositories for the expertise your team is missing, and turn it into a prioritized plan you can act on.
Product Updates
SignShield, AI Workforce news
Introducing ForgeDrops: A Complete Business Blueprint, Every Monday
ForgeDrops delivers a new packaged business idea every Monday — market research, implementation guide, and code starters included. Free to browse.
Introducing CodeAssay: Git Forensics for AI-Authored Code Quality
Track AI code quality with CodeAssay — detect rework, classify root causes, and visualize trends across your repos. Free, open source, zero dependencies.
Orchestrating 8 AI Agents to Produce a Marketing Video
How we built an 8-agent AI pipeline where each agent has a defined creative role — and why constraints make the output better.
Why 50 Sends Never Equals 50 Delivered — And How We Fixed It
How a two-stage send architecture fixed our campaign deliverability bug and became the core of our AI Campaign Designer.
We Automated Our Blog Pipeline — Here’s What We Extracted From 2 Codebases
How we extracted content generation from two codebases into a standalone AI content tool with multi-platform publishing.
Building an AI Project Manager to Manage Building AI Agents
We needed a way to manage the rollout of 11 AI agents without losing track of what’s done, what’s blocked, and what’s next. So we … Read more
How We Turned an Internal Email Tool Into a Product Without Breaking Production
We built an email triage system for our own SaaS product. It worked so well that we extracted it into a standalone product — while … Read more