Research Insights Made Simple · episode 46· recording pending
How Much Harness Does a Strong Model Need?
Beyond the Model: Demystifying Harness Effects in Software Engineering Agents
November 5, 2026
The release date has arrived; the recording is still being prepared.
Episode participants
A solo episode without invited guests.
What we will explore
Research Insights Made Simple episode 46 is scheduled for November 5, 2026 at 10:00 Moscow time. Alexander Polomodov reviews two studies on how much harness a strong model needs.
We compare minimal and richer harnesses across models and tasks, discussing planning, tools, context compaction, subagents and skills, as well as results in autonomous machine learning engineering.
We also consider the studies' limits: the main paper evaluates NanoHarness components only on ProgramBench and two models; the companion paper investigates separate machine learning tasks.
AI in SDLCResearch methodology