Author
Antoine Buteau

Antoine Buteau

Research Explainers 8 min read Free

Do Not Make the LLM the Enterprise Runtime

This paper argues that enterprise AI should use language models as bounded interfaces, while knowledge, rules, and repeatable computation live in explicit systems.
Research Explainers 7 min read Free

Agents Should Compile Workflows, Not Replay Them

This paper argues that repeated agent workflows should be compiled into reusable MCP blueprints instead of re-reasoned from scratch every time.
Research Explainers 8 min read Free

Fast Decoding Does Not Make an Agent

Diffusion language models promise faster generation, but this paper shows why speed does not yet translate into reliable planning, tool use, or agent behavior.
Digest 5 min read Free

Daily Digest - 2026-05-28

1. [AINews] Anthropic raises $965B Series H, releases Opus 4.8 and Dynamic Workflows/ultracode — AINews Why read: Anthropic is operating at a scale that...
Research Explainers 9 min read Free

Self-Improvement Needs a P&L

AlphaFund's whitepaper reframes recursive self-improvement as a measurable capital-allocation loop: create more edge than you lose, then reinvest the gains.
Profile 8 min read Free

Lessons from Julia Evans

Julia Evans is a software engineer and zine creator who worked at Stripe and now runs Wizard Zines. She is known for making complex technical topics like...
Profile 8 min read Free

Lessons from Barbara Liskov

Lessons from Barbara Liskov Barbara Liskov turned software development into a discipline by inventing abstract data types and defining the rules for...
Profile 8 min read Free

Lessons from Leslie Lamport

Lessons from Leslie Lamport Leslie Lamport is the creator of LaTeX and the Paxos algorithm, the logic that keeps distributed systems synchronized. This...
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