coding agents
3 published articles
AI Agents
Mistral coding agents leave your laptop behind: parallel sessions, no hovering required
Mistral is moving coding agents to the cloud, enabling parallel, asynchronous task execution via the new Mistral Medium 3.5 model. The update introduces remote agents in Mistral Vibe and Le Chat, along with a Work mode for multi-step tasks, while keeping human oversight for sensitive actions.
2026-07-12
Agent Benchmark Analysis
ProgramBench: every public AI scores 0% on the hardest coding test yet
ProgramBench challenges AI agents to reconstruct programs from binaries alone, without source code or issue descriptions. All public models fail to fully resolve any task, exposing weaknesses in probing, architecture, and stopping judgment. The benchmark is a stress test for coding agents moving beyond patch-based workflows.
2026-06-29
Performance
Gemma 4 runs 90% faster in Ollama 0.31 with a trick that needs no config
Ollama 0.31 introduces multi-token prediction for Gemma 4 on Apple Silicon, achieving near 90% faster token generation on coding benchmarks. The speedup comes from an auto-tuned draft model and a custom MLX kernel that eliminates redundant weight reads.
2026-06-29