Resources · Books & guides
The Augment library.
Research reports, playbooks, and field guides on running agents at organizational scale. Written from survey data and production deployments, not vibes.
Report
The AI Productivity Plateau
A benchmark of AI adoption, productivity, and measurement from 427 senior engineering leaders.
- 01
91% of teams report higher productivity from AI, but only 12% are extremely confident in the metrics behind that claim.
- 02
Even among teams reporting a value plateau, 88% still plan to increase AI spending in the next six months.
The shelf
More books & guides
02The Engineering Leader's Guide to Building a Software Factory
E-book
How software teams move from individual coding agents to team-level software delivery.
03The Agentic SDLC
E-book
From individual coding agents to a coordinated, team-level system across the lifecycle.
04From Agents to Loops
E-book
How software teams move from one-shot prompts to durable, self-improving delivery loops.
05State of AI-Native Engineering 2026
Survey report
What 219 engineering leaders told us about adoption, trust, and the contradictions in between.
06AI-Powered Engineering at Scale
Playbook
The four-phase adoption playbook, with frameworks from CTOs at Drata, Webflow, and Tilt.