Daily Digest - 2026-08-15
See how managing your team's shared context gets better results out of AI. An AI model's output depends entirely on what you feed it.
Antoine Buteau
Essays, profiles, and daily reading notes on strategy, operations, AI adoption, business systems, and GTM.
Latest posts
Daily Digest - 2026-08-14
A practical guide to structuring prompts so coding agents actually follow them. Stop dumping all your instructions into one file.
Daily Digest - 2026-08-13
Shows how Coinbase redesigned its workflows around AI agents instead of bolting them onto human processes. Coinbase engineers paused coding for two weeks to redesign their development cycles around agents.
Daily Digest - 2026-08-12
A look at SpaceXAI's new model and Grok Bot, which pushes AI from chatbot to autonomous coworker. SpaceXAI released Grok 4.
Daily Digest - 2026-08-11
Vercel's AI Gateway data shows shifts in inference market share and enterprise spending. In July 2026, average token prices dropped 13.6% as demand for cheaper open-weight models grew.
Daily Digest - 2026-08-10
Learn to set up an automated PR reviewer that scores risk and auto-approves safe code without human input. Engineering teams are finding that letting AI review AI-generated code is faster and less risky than manual checks.
Daily Digest - 2026-08-09
How Anthropic shifted from benchmarking models to shipping consumer products, and what that means for AI product management. AI product management demands treating token-level evaluations like pixel-level UI design.
Lessons from Alex Blania
Theoretical physicist Alex Blania co founded Worldcoin (now World) with Sam Altman to build a global digital identity and financial network.
Lessons from Alex Mashrabov
Alex Mashrabov is a former competitive programmer who built the generative AI infrastructure behind Snapchat’s face filters. He later founded Higgsfield AI to make cinematic video generation cheaper for social media marketers.
Lessons from Axel Backlund
As co founder and CTO of Andon Labs, Axel Backlund tests how autonomous AI agents handle actual business operations. His "Vending Bench" retail experiments showed that language models often fail catastrophically when forced to manage money and people over extended periods.
Lessons from Joseph Krause
Joseph Krause is the co founder and CEO of Radical AI, a company focused on accelerating materials science by combining artificial intelligence with autonomous, self driving laboratories.
Lessons from Mario Harik
Mario Harik oversees 40,000 employees as the CEO of XPO, one of the world's largest logistics providers. He originally joined in 2011 as the company's first Chief Information Officer, advancing by bringing software engineering and strict operational discipline to the trucking industry.
Silent Expert Systems Can Teach Models to Reason
LeAct turns the actions of solvers, planners, and controllers into reasoning data by keeping only explanations that help a model recover the expert decision.
AI Can Drain the Expert Pipeline Before Anyone Notices
AI may boost today's output while eroding the junior work that creates tomorrow's experts. Nolan Lovett explains the profession-wide coordination risk.
Lessons from Wade Davis
Anthropologist and ethnobotanist Wade Davis has spent his career documenting indigenous cultures and the natural world. He is best known for the concept of the ethnosphere, arguing that human cultural diversity is just as fragile and important as biological diversity.
Lessons from Maxim Bar Kogan
As CEO of Onyx Security, Maxim Bar Kogan is building infrastructure to govern autonomous AI agents in the enterprise. Drawing on his background in military intelligence and offensive cyber operations, he argues that traditional security tools fail against unpredictable AI systems.