Research Library
Strategy-led white papers for modern engineering leaders
Our experts synthesize market signals, platform economics, and frontline delivery lessons so you can steer AI-assisted development programs with confidence.
Market Intelligence
LLMs Have Hit Walls: Why Productivity Gains Now Depend on Systems, Not Just Model Upgrades
A market scan of why successive model releases are delivering smaller gains and how organizations can keep velocity high through systems design.
May 18, 2025 Read time ~9 min
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Engineering Operations
From SOTA to Systems: Designing Production-Grade AI Coding Assistants (2025 Playbook)
Practical frameworks for evolving from ad-hoc prompting to reliable, auditable assistant programs that scale across enterprise engineering teams.
Jul 12, 2025 Read time ~10 min
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AI Strategy
AI Coding Isn't (Yet) Economically Sustainable: Why Usage Caps, Token Prices, and Compute Economics Still Favor Low-Cost Outsourcing
A grounded look at the economic realities slowing down fully autonomous coding programs and what must change before they outcompete blended delivery teams.
Aug 4, 2025 Read time ~8 min
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