~/talk

Learning To Stop Writing C++ Code (and Why You Won’t Miss It)

Talkat ACCU 2025 · 2025-04-01..04-04· [ai-assisted-development]
links:none on file
slides:none on file

Claims that frontier LLMs (Anthropic’s Claude among others) can read, plan and edit real C++ repos: demo shows an agent bootstrapping build configs, running tests and producing a pull request in ~3 hours for a half‑million line repo. Agents use tool calls and retrieval to work around a 200,000 token window, excel at refactoring, build and repo plumbing, tests and boilerplate reduction, but still make contextual errors (ADL/namespace confusions, reward‑hacking, occasional hallucinations) and need careful sandboxing and review.

AI-written summary · about

  1. 0:00Introduction
  2. 3:21Large language models overview
  3. 12:28AI skepticism and software future
  4. 22:47Context windows and agentic tools
  5. 31:37Agents in AI and software
  6. 41:09LLMs for code and best practices
  7. 1:05:17Writing code with LLMs
  8. 1:28:29Programming languages for AI
  9. 1:34:54Conclusion and Q&A
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