Presentations

• Claude on Scotch

  For researchers at Inria, some at the top of their field with zero agentic coding experience. Three parts: my mental model of LLMs, a ten-month journey finding real bugs in Scotch (a 30-year-old C/MPI graph partitioner) with Claude, and general lessons from Scotch and other projects. FR.

• Coding with Claude Code - fin 2025

  How I actually coded with Claude Code in late 2025: a short LLM primer, real sessions, and where it still needs a nudge. FR/EN.

• Django Ninja

  A Django REST Framework alternative inspired by FastAPI, with a first performance assessment. FR.

• Hypothesis

  Property-based testing in Python: let the machine find your edge cases. FR.

• Learning Python as a Programmer

  A dense syntax tour for programmers who never tried Python, built to support a live discussion rather than a lecture. Unlike most Python tutorials, it expects intermediate to advanced knowledge of other languages. EN.

• Vibe coding vs vibe engineering

  Ten minutes: Karpathy's vibe coding, Willison's and Ogilvie's vibe engineering, and what it looks like in practice. Your new job is tech lead + QA. FR.