Blog

Technical articles on FM-Agent features, research ideas, and practical workflows.

August 30, 2026Feature

Self-Validation and Graphical Reports

Compare bug detection, validate FM-Agent against itself, and browse reports with the new graphical interface.

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August 26, 2026Research

FM-Agent: A Validator That Improves Itself

What self-validation revealed about recursive tests, false positives, and the influence of different language models.

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August 17, 2026 Comparison

FM-Agent vs. Claude Ultrareview: Bug Detection

On a 6,455-line Rust parser, FM-Agent found substantially more buggy functions than Claude Ultrareview across every tested model configuration.

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August 16, 2026 Biweekly Report

Plugins, Deep Bug Detection, and Cost Estimation

Customize the pipeline with plugins, find multiple bugs in a function, and estimate analysis cost before running.

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August 2, 2026 Biweekly Report

A More Reliable and Efficient Analysis Workflow

Customize bug reproduction, simplify environment setup, and use a dedicated CodeGraph repository maintained for FM-Agent.

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July 19, 2026 Biweekly Report

DevEco Studio, Verilog, Erlang, and Domain Knowledge

Release the DevEco Studio plugin, extend hardware specifications to Verilog, add Erlang support, and accept project-specific domain knowledge.

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June 29, 2026 Chip Verification

FM-Agent for Chip Verification

FM-Agent now generates correctness specifications for Chisel hardware modules and connects with UCAgent for end-to-end automated chip verification.

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June 19, 2026 Release

FM-Agent Introduces Incremental Reasoning

FM-Agent can now identify and verify code affected by newly added features or modified requirements, avoiding full-system re-reasoning after every change.

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April 19, 2026 Overview

What is FM-Agent

FM-Agent combines formal-methods reasoning with LLMs to automatically reason about the correctness of large-scale system code.

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