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.
EchoForgeX Research
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.
The Hidden Cost of Inline Code in Claude Code Command Files
Inline Python in Claude Code command files bloats token usage and hurts maintainability. Learn how to fix it with a proper CLI layer.
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
Configuring Claude Code Permissions: A Practical Guide to Balancing Speed and Safety
Learn how to configure Claude Code’s permission system with settings.json. A practical breakdown of which commands to auto-approve, what to keep gated, and the trade-offs involved.