Agentic development, product steering and the making of Survol. Field notes to help you keep the mental map of your products.
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.
In an interview with Maddyness, Cisco confirms the shift from generative AI to agentic AI - and reminds us that only a small minority of companies is genuinely ready to deploy it at scale. The good news? The obstacle is neither technology nor talent: it is integration, governance and people. Three things you can act on today.
More than one public servant in two uses ChatGPT quietly. Behind the risk, a signal: AI is far too useful to be banned. The answer is sovereign governance.
A Scheduled page, monitoring tasks, the end of Pulse: AI is becoming proactive and recurring. The open question is who administers and supervises agents that run on their own.
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 says something exciting about the new rules of entrepreneurship.
Uber caps Claude Code and Cursor at $1,500/month after running through its AI budget in a quarter. Far from a step back, it is the sign that only the steering layer was missing.
Institut Montaigne, writing in La Tribune, explains why AI still disappoints inside companies. We read it as an exciting set of requirements - and as the place where sovereignty is really decided.
Agentic development makes you lose the mental map of your product. Here is the conviction that gave birth to Survol: describing a feature once, properly, beats ten throwaway prompts.
Automatic model selection, minimal context, sharper prompts. How Survol treats your AI subscription like your money.
Stop thinking about branching. Here are the readable branch lanes that hold up even when humans and agents write code side by side.
Plan limit hit in the middle of the night? Survol parks the agent and resumes as soon as it can. When you wake up, the pull request is open.
No need to start from scratch. You tick the repositories, the agent proposes a feature map with a confidence level, you approve it.
Survol is not a black box. How a human expert's report turns, finding by finding, into tasks for your agent.
Mandatory, strong, preference: three levels to govern what AI is allowed to do - and to trace every challenge to a rule.