Under Construction
Analog CanvasAnalog Design BenchRazavi BenchCAS Classroom
Zhishuai ZhangPhD
Issue 00

Analog circuits, AI agents, and design automation in practice

Building circuitswith agents

Token Zhang’s working publication on AI-driven circuit development: agent architectures, analog workflows, evaluation, verification, and the experiments that connect them.

40Agent principle
If an agent cannot run the testbench, inspect the evidence, and revise the design, it is still only advising.

Design note · Agent loop

41Evaluation rule
Automation without evaluation only makes uncertainty run faster.

Working thesis · Reliability

42System direction
The strongest circuit agent will combine model reasoning with deterministic tools, explicit constraints, and simulation-grounded memory.

Architecture note · #27

Intent · tools · evidence · iteration

01 — Dispatches

Systems worth inspecting

Deep dives into circuit agents, design infrastructure, evaluation, and the engineering decisions behind working automation.

02 — Watch

Systems in operation

Real Bilibili demonstrations of AI-assisted circuit design, test automation, simulation, and analog engineering workflows.

03 — Notes

Field notes, in public

Xiaohongshu notes and LinkedIn posts on agentic circuit development, evaluation, and design automation.

04 — Elsewhere

Across formats

Long-form analysis, visual explanations, working demonstrations, and research updates across each channel.
01WeChat Official AccountVisit channel ↗02XiaohongshuVisit channel ↗03BilibiliVisit channel ↗04LinkedInVisit channel ↗