Topic summary

tool-use

1 trend · 1 idea
Trend briefs
1
Idea briefs
1
Latest
2026-03-10

Trend briefs

1 trend

Software engineering agents shift toward real-world evaluation, while evidence-driven workflows and protocol security rise in parallel

The main thread today is clear: agent research continues to move closer to software engineering and enterprise deployment, but what is truly heating up is not “more Agents,” but “more evaluable, more constrainable, and…

Evolution3 signals · Continuing 1 · Shifting 1 · Emerging 1

Idea briefs

1 idea

Software engineering agents shift toward real evaluation, while evidence-driven workflows and protocol security heat up in parallel

Based on the trend snapshot and local corpus verification, the main opportunities this period are concentrated in five more specific directions: first, real-PR evaluation has shown that code review agents face a clear…

Opportunities5 opportunities · 6 evidence links