Reliability under delegation
How agents preserve intent, constraints, memory, and auditability across multi-step work.
Research
Applied research on agent reliability, evaluation systems, and governed automation.
AgentNexus Research
A public research home for the methods behind AgentNexus: how we test agents, structure autoresearch, and translate experiments into operational capability.
Research agenda
Research agenda
AgentNexus research is intentionally applied. The output should become better platform behavior, clearer evals, safer deployment gates, or reusable methods that other builders can inspect.
Evaluation infrastructure
Scenario design, scoring rubrics, browser signal capture, and release gates for agent workflows.
Autoresearch loops
Repeatable measurement loops that improve prompts, tools, workflows, and governance policies.
Publication model
Methodology
Research posts will pair a clear question with the experimental setup, eval scenarios, scoring criteria, observed failures, and product implications.
The page will also host artifacts such as benchmark notes, release-readiness checklists, and postmortems from production agent workflows.
Autoresearch pipeline
From experiment to platform discipline
Future research updates should explain how a finding becomes a skill instruction, eval case, prompt revision, deployment guardrail, or product feature inside AgentNexus.