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Long Horizon Coding

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2026-06-29

Trend · Day · 2026-06-29 · Software Intelligence

Coding-agent research is measuring user burden, runtime cost, and tool risk

The day’s strongest work treats coding agents as long-running systems that need session-level evaluation. SWE-Together, SWE-INTERACT, and MirrorCode make user feedback, full-program behavior, and compute budget visible…

Coding Agents Interactive Benchmarks Long Horizon Coding LLM serving

Idea · Day · 2026-06-29 · Software Intelligence

Coding Agent Operational Controls

Coding-agent teams can now add session-level checks to release and operations work: multi-turn tests that count user corrections, serving dashboards that show repeated prefix reads, and MCP gateways that block unsafe…

Coding Agents Interactive Benchmarks Long Horizon Coding LLM serving