root / tags / software-factory
4 fiches
Post by **Ethan Mollick** published on **August 31, 2026** on *One Useful Thing* (~2,200 words). He starts from a security incident to raise an organizational question: when should an AI ask a human for help?
Ethan Mollick — professeur à la Wharton School (University of Pennsylvania) · auteur du blog *One Useful Thing* sur Substack.
Essay by **Bill Staples**, CEO of **GitLab**, published on **August 24, 2026** on the about.gitlab.com blog: an announced **31-minute** read, roughly **39,000 characters**, presented as the sequel to a memo written to the board of directors in January 2026 and partially published in May under the title *GitLab Act 2*. The text presents itself as a response to **Anthropic**'s AI-native SDLC playbook, published three days earlier, from which it borrows the opening line — "Code is no longer the bottleneck" — to pose the question that drives it: what becomes scarce when code becomes abundant. (A) The economic diagnosis: the useful unit is not cost per line but **cost per accepted change**, which aggregates generation, environment, context, verification, review, remediation, and governance; AI collapses the generation term alone, which makes the others proportionally heavier — an organization ten times faster at generating "will simply move the queue." (B) The architectural response: four capabilities — agent platform, machine-scale execution, durable context, governance — forming an enterprise layer that outlives the model, "The model should be replaceable. The agent should belong to the customer." (1) Three modes coexist durably, from human-driven legacy to autonomous development, against the idea of a single maturity curve. (2) The CI/CD pipeline becomes the place where the inner loop runs, instead of being an end-of-line gate. The figures cited are Stripe's, Spotify's, and Amplitude's; GitLab produces only one, about its own source control. The corpus already holds [[claxton-anthropic-ai-native-sdlc-playbook-2026-08-21]], the source this text responds to, and [[sfeir-sdlc-pdlc-articulation-2026-07-22]] on the SDLC/PDLC articulation that Staples adopts as his own.
Bill Staples · directeur général de GitLab (fonction non affichée par la page) · sur le blog about.gitlab.com.
StrongDM AI: Software Factory and Non-Interactive Development - the Agentic Moment
Justin McCarthy (co-founder, CTO StrongDM)
Vibe Reviewing - Alexandre Mogère - AI Agents - Code Audit - Carrefour France - Automation - LinkedIn
Alexandre Mogère (Chapter Lead Software Factory, Carrefour France)