Skip to content

root / tags / tests-instables

#tests instables

2 fiches

AI Coding Agents & Skills Auto-verified translation

Agentic Verification — The bottleneck has moved from writing code to knowing it's correct.

Post by **Addy Osmani** on his Substack *Elevate*, published on **October 14, 2026**; ~1,900 words. Thesis: with current models, the bottleneck is no longer writing code but **verifying** its correctness; human work shifts from *"review every line"* to *"build loops the agent can run itself."*

#agentic verification#feedback loop#self-verifying agent

Addy Osmani — ingénieur (Anthropic, cf. fiches antérieures) ; billet sur son Substack *Elevate*.

AI Coding Agents & Skills Auto-verified translation

The Claude Code guide for startups

Guide signed by **Michael Segner**, published on **August 20, 2026** on the claude.com blog in the *Claude Code* category: a **5-minute** read announced for approximately **31,500 characters** of body text, also offered as a PDF. Stated material: interviews with **more than a dozen** startups, fifteen named — **Artemis Security**, **Cainex**, **Clay**, **ClickHouse**, **Cognition**, **Commure**, **Crosby**, **Emergent**, **Harvey**, **Heidi**, **Higgsfield**, **Omni**, **Parahelp**, **Translucent**, **Zingage**. (A) Five operating rules: *everyone ships*, *automate the tedium*, *trust, but verify*, *build for rebuilding*, *prototype, dogfood, productionize*, each closed with product tips and gathered into a final checklist. (B) A body made of attributed quotes, each rule illustrated by named executives rather than by an aggregated metric. The four figures highlighted are those of the interviewed companies: **+30%** more features shipped (ClickHouse), **2 to 3×** engineering productivity (Omni), **100%** of bug triage automated (Clay), **more than 6,000 PRs per week** (Artemis Security). Two passages depart from the testimonial register: **Cainex**'s self-correction loop on medical coding, described step by step, and the internal use of **Claude Tag** at **Anthropic** as first responder for CI/CD on-call. The question posed at the opening — *"what would it look like if an organization built their product development lifecycle with Claude Code from the ground up?"* — connects with [[claxton-anthropic-ai-native-sdlc-playbook-2026-08-21]], published the next day by the same publisher, and extends [[cherny-wu-reflecting-year-claude-code-2026-07-17]].

#Claude Code#startups#everyone ships

Michael Segner · auteur du guide sur le blog claude.com (fonction non affichée par la page) ; entretiens avec les dirigeants de quinze entreprises nommées.