The State of AI in Software Development: Data from 400+ Orgs — Justin Reock, DX

Justin Reock (Deputy CTO, DX) shares five trends from DX's data on about 200,000 engineers.

Deployment frequency is rising, but change failure rate has become far more volatile. Maintainability is up while change confidence is down. PRs have grown from about 44 to 72 lines. Juniors use AI the most, but staff+ engineers save as much time while using fewer tokens. Median gains in PR throughput are around 7.7%, and even top performers didn't reach 2x, because code generation was never the bottleneck. Justin walks through the DX AI Measurement Framework (utilization, impact, cost), how to assess your platform's AI readiness, and "agent experience," which uses feedback from the agents themselves. He closes with case studies of AI applied across the whole SDLC: Morgan Stanley (300K hours saved a year), Zapier (15% more value per engineer, and hiring more) and Spotify (an SRE incident agent).

Mer att läsa

Lumaril, which develops AI software for optimizing industrial production by connecting to existing control systems, raised a $66M Series A at a $400M valuation

Techmeme · för 2 tim sedan

DeepSeek open sources Super-Agent as a research prototype, a proactive coding agent it says can monitor group chats for coding issues and suggest solutions

Techmeme · för 2 tim sedan

Insurance software maker Guidewire agrees to acquire Hyperexponential, which makes AI-powered insurance underwriting and pricing software, for $1.7B in cash

Techmeme · för 2 tim sedan

One word for AI agents in 2027

Nate Herk · för 6 tim sedan