Use Claude Code as co-developer with AGENTS.md and logging

The author uses Claude Code for planning, coding, testing, and debugging, with AGENTS.md and numerical logging to improve accuracy and context handling. Task: Suggested implementation: Use Claude Code as a co-developer for a Rust terminal multiplexer project. The agent handles planning, code writing, tests, and benchmarks, while the human reviews outputs. Hard rules are enforced via AGENTS.md, and numerical logging is mandated to prevent inference errors.; tools: Claude Code. Human role: The original post does not say how a person stayed involved.; limitations: Source reliability is low as the original URL returned a 403 error. Prerequisites include a Rust development environment and WezTerm. Integration uncertainty exists regarding how AGENTS.md rules are parsed. Human approval is required for all code merges..

Tools

Claude Code

Published on Agent Work Atlas:

Overview

The author uses Claude Code for planning, coding, testing, and debugging, with AGENTS.md and numerical logging to improve accuracy and context handling.

Workflow

Suggested implementation: Use Claude Code as a co-developer for a Rust terminal multiplexer project. The agent handles planning, code writing, tests, and benchmarks, while the human reviews outputs. Hard rules are enforced via AGENTS.md, and numerical logging is mandated to prevent inference errors.

Reported result

Outcomes are unverified due to source access failure (HTTP 403). The original case claimed an open-source app for macOS, Linux, and Windows that manages agent sessions, with debugging cited as a main shortcoming. No actual metrics or success rates are available.

Human role

The original post does not say how a person stayed involved.

Limitations

Source reliability is low as the original URL returned a 403 error. Prerequisites include a Rust development environment and WezTerm. Integration uncertainty exists regarding how AGENTS.md rules are parsed. Human approval is required for all code merges.

Try it

Act as a senior Rust developer using Claude Code. I am building a terminal multiplexer on WezTerm. 1. Create an AGENTS.md file with strict rules: 'Always log actual measurements, never infer numbers.' 2. Plan the architecture for session management. 3. Write Rust code for core features, including tests and benchmarks. 4. For UI tasks, save frame data if no framework is used. 5. Review all generated code and logs for accuracy before merging. [Replaceable inputs: Project name, specific Rust crates, target OS]. Output: A structured plan, code snippets, and a log verification checklist. Measure success by the absence of inferred values in logs. Do not publish or spend resources without my explicit confirmation.

Original source

Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.

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