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Stories with tags: github-copilot

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Clarifying Claude in GitHub Copilot: what’s supported today

article Daily Digest calendar_today 2025-12-23 Daily

A circulating blog claims a 'Claude Opus 4.5 GitHub Copilot integration,' but there is no official support to run Anthropic’s models directly inside GitHub Copilot today. Copilot primarily uses OpenAI models, while Claude (e.g., Claude 3.5 Sonnet) is accessible via Anthropic’s API or third-party IDE...

Claude Code CLI in production: practical lessons from a 350k+ LOC codebase

article Daily Digest calendar_today 2025-12-23 Daily

A solo maintainer reports using Claude Code to generate 80%+ of code changes across a 350k+ LOC mixed stack, integrating it via a terminal CLI that works with existing IDEs. The key hurdles were the 200k-token context limit (requiring careful file selection) and balancing speed, code quality, and hu...

Founder claims AI tools replaced devs—practical takeaways for teams

article Daily Digest calendar_today 2025-12-23 Daily

A YouTube founder claims he shipped features by replacing developers with AI coding tools, reducing cost and speeding up routine work. The core message: AI can handle well-scoped boilerplate and CRUD, but architecture, integration, testing, and long‑term maintenance still need engineers and guardrai...

Karpathy’s 2025 LLM themes: RLVR, jagged intelligence, and vibe coding

article Daily Digest calendar_today 2025-12-23 Daily

Two third-party breakdowns of Karpathy’s 2025 review highlight a shift toward reinforcement learning from verifiable rewards (tests, compilers), acceptance of "jagged" capability profiles, and "vibe coding"—agentic, tool-using code workflows integrated with IDE/CI. For backend/data teams, this point...

Default-on Copilot backlash: enforce policy-based, opt‑in rollouts

article Daily Digest calendar_today 2025-12-23 Daily

A widely viewed clip pushes back on Copilot being injected by default and hard to remove, reflecting developer frustration with intrusive AI assistants. For engineering teams, treat Copilot (OS and IDE) as managed software: set default-off, control features via policy, and communicate clear opt‑in p...