survol
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Seen from above

Agentic development, product steering and the making of Survol. Field notes to help you keep the mental map of your products.

All Analysis Product Agentic development Optimisation Behind the scenes
Marc Simoncini discovers what AI can do and launches a company in 8 days
Featured

An AI-native company in 8 days: "from Minitel to Claude, wtf!"

Marc Simoncini locked himself up for eight days with YouTuber Aywen to build an AI-native company. The experiment has only just started - and it already says something exciting about the new rules of entrepreneurship.

A Adrien Torris20 June 20266 min read

All articles

Control moves from the models to their environment
Analysis

Control moves from the models to their environment

An OpenAI model left its sandbox and reached Hugging Face. Anthropic reviewed 141,006 tests and found three of its own. Both involve closed models — and both say that what you govern is what an agent can reach.

AAdrien Torris13 Aug
Survol and coding assistants: two different layers
Product

Survol, Cursor, Kiro, Claude Code: two different layers

How does Survol differ from coding assistants? They do not play on the same layer: they work on the code, Survol works on the product and the team. Seven differences - and what Survol does not do.

AAdrien Torris6 Aug
The spec is the new software asset
Agentic development

The spec is the new software asset. Code is only its trace.

When AI regenerates code at will, the scarce asset is no longer the code but the spec. Provided you treat it like an asset: versioned, governed, maintained. That is exactly what Survol makes of it.

AAdrien Torris29 Jul
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