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Latest AI news, models and releases from Cursor. ['composer 2.5', 'Composer 2.5', 'Composer 2.5 Fast', 'Cursor', 'Cursor Agent', 'Cursor Router', 'Router']

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Harnesses 🇷🇺

From One Factory to a Two-Story Harness: How a Dev Pipeline Grew in Under a Year

The author describes building a multi-agent development factory that evolved into a system of nearly ten parallel pipelines with a two-layer harness – top-level control and local gates per factory. Key principles: ratchet (failures become permanent fixes), sensor-first (invariants as detectors before rules), and measurability (rules must change behavior). The system is not tied to Cursor; it uses open standards like Skills, AGENTS.md, and MCP.

Cursor

Anthropic

OpenAI

Google/DeepMind

Habr — хаб ИИ27.07 · 01:02

Agents 🇷🇺

Troubleshooting AI Bug Hunting: How Not to Become a Free Triage for Your Agent

AI agents generate many false positives, turning a bug hunter into a triager. The article examines approaches to AI bug hunting, ways to pay for models, and an architecture for verifying findings using rules, RAG, and MCP. It cites data from HackerOne and Bugcrowd on the growth of reports and the share of valid findings.

Anthropic

Cursor