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Insights on software delivery and codebase intelligence.
Engineering Mar 17, 2026 · 6 min read

The Iteration Tax: Why 10x Faster Coding Doesn't Mean 10x Faster Shipping

Coding agents made development 10x faster. So why aren't projects shipping 10x faster? The bottleneck was never the code - it's the iterations between people.

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AI Agents Mar 16, 2026 · 7 min read

Your planning stack can't keep up with spec driven development

Spec driven development is the right methodology for AI coding agents. But SPEC.md in a repo isn't an application layer. Here's what's actually missing between the methodology and the agent.

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Case Study Leena AI (YC S18)

How Leena AI Saved 2,450+ Engineering Hours with ProdE

Leena AI made ProdE the backbone of how their engineering, product, and support teams navigate 40+ microservices and 5M+ lines of code. The result: 2,450+ hours saved in 3 months and 10x+ direct ROI.

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Engineering Oct 25, 2025 · 3 min read

Stop Calling It Collaboration: Your Engineers Are Being Interrupted to Death

Your engineers spend 68% of their time not writing code. Every "quick question" on Slack costs 23 minutes of recovery. Here's why what you call collaboration is actually your biggest engineering bottleneck.

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AI Agents Sep 26, 2025 · 2 min read

Why Copilot & Cursor Still Fail on Complex Codebases

Copilot and Cursor re-discover your codebase from scratch every single time. That's why they hallucinate, miss dependencies, and break things at scale. There's a fundamentally better approach.

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Product Jul 21, 2025 · 2 min read

Introducing ProdE: The Code Intelligence Layer for Engineering Teams

Your developers spend 70% of their time just trying to understand how things work. We built ProdE to fix that. A persistent intelligence layer over your codebase that makes every engineer and AI agent instantly effective.

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