AutoTTS Lets LLMs Search for Better Reasoning Strategies
A new arXiv paper proposes AutoTTS, an agentic framework for discovering test-time scaling strategies, with useful lessons for AI coding workflows and evaluation.
AI Use Case
AI Coding
Compare AI coding assistants for solo developers and engineering teams.
Use Case Tools
CRAI CodingFreemium
Cursor
An AI-native code editor designed for project-level development workflows.
Best task
Understand modules, generate patches, explain errors, and assist multi-file refactors inside a real codebase.
- Best for
- Indie developersFrontend engineers
- Why consider it
- Strong project awarenessSmooth editing flow
AI CodingPaid
GitHub Copilot
An AI coding assistant for popular editors and GitHub workflows.
- Best for
- Engineering teamsBackend developers
- Why consider it
- Mature ecosystem integrationWide editor support
Use Case Guides
Why AlphaEvolve matters for AI coding tool users
Google DeepMind's AlphaEvolve update shows how Gemini-powered coding agents are moving from code generation toward measurable algorithm optimization.
What Codex Safety Means for AI Coding Teams
OpenAI described how it runs Codex with sandboxing, approvals, network policies, and agent-aware telemetry, offering a useful operating model for teams adopting coding agents.
AI Coding Assistants Compared: Cursor and GitHub Copilot
Compare AI coding assistants by project context, editing flow, and team integration.
AI Release Note Drafting Workflow
A practical guide to AI release note drafting workflow, with task boundaries, tool roles, review checks, and a workflow your team can actually try.
AI Issue Triage for Developers
A practical guide to AI issue triage for developers, with task boundaries, tool roles, review checks, and a workflow your team can actually try.