GitHub Copilot Workspace can now finish entire issues end-to-end
Assign a GitHub issue to Copilot, walk away, come back to a working pull request. We tested it on 25 real bugs.
AI Tools
AI Tools
Replit Agent v3 ships full-stack apps from a single prompt
Type a sentence, get a deployed app. Replit’s newest agent revision is the closest thing yet to truly no-code AI development.
Cybersecurity
The state of prompt injection defense in 2025
Three years into the LLM era, prompt injection is still unsolved — but a layered defense strategy is emerging from frontier labs.
Claude
Tutorial: Build a production-grade RAG pipeline with Claude in 30 minutes
A step-by-step guide to building a retrieval-augmented generation pipeline that actually works in production — chunking, embeddings, reranking and citations.
Gemini
Google’s Gemini Code Assist gets a serious upgrade in VS Code
A new “agent mode” lets Gemini take multi-step actions in your project, with surprisingly solid reasoning about codebases of any size.
AI Tools
Ollama 3 turns your laptop into a multi-model serving stack
The runaway favorite local-LLM runtime gets first-class multi-model support, hot-swapping and a built-in OpenAI-compatible router.
WWDC 2026: Apple Goes All-In on AI — Here’s Everything That Matters
It’s that time of year again. The Cupertino air smells like developer coffee and keynote hype, and Apple just wrapped
Machine Learning
Test-time compute is eating training-time compute
A new research consensus: spending more compute at inference time often beats spending more during training. What this means for the next generation of models.
Generative AI
Review: ElevenLabs V3 sets a new bar for AI voice
ElevenLabs V3 nails emotional inflection and multi-speaker conversations in ways that, frankly, feel uncomfortable. We test it on five real production use cases.
Artificial Intelligence
The 2025 Enterprise AI Adoption Survey: where the money is actually going
We surveyed 800 enterprises on their AI budgets. The headline: spend is up 3.5x year-over-year, but only 14% of pilots are reaching production.