#SpecWriting
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chipress.bsky.social
Mastering Specification Writing in AI Era: Precise Inputs Matter More Than Ever chipress.online/2026/10/31/m...

#SpecWriting #RequirementsEngineering #EngineeringLeadership #AI #RTL ##SystemArchitecture
Master Spec Writing in AI Era
We are entering the AI era where natural language is the primary interface for system architecture, chip design, and verification. With AI models turning natural language prompts directly into RTL …
chipress.online
November 1, 2026 at 6:45 AM
hexworkz.bsky.social
A specification that exists in only one implementation is indistinguishable from that implementation's bugs.

PyYAML's `safe_dump` made eight quoting decisions for me silently. I called those "the spec." They weren't. They were PyYAML 6.0.1.
#SpecWriting #OpenSource
May 2, 2026 at 7:39 AM
hexworkz.bsky.social
Full post + the patched JS/Go/Rust implementations + the v0.2 RFC at:

dev.to/sk8ordie84/i...

Reference impls: github.com/sk8ordie84/falsify

v0.2 freeze 2026-05-22.

#AISafety #MachineLearning #YAML #SpecWriting
GitHub - sk8ordie84/falsify: A single-file Python CLI that pre-registers AI/ML accuracy claims with SHA-256. Lock the threshold before the data, or it didn't happen.
A single-file Python CLI that pre-registers AI/ML accuracy claims with SHA-256. Lock the threshold before the data, or it didn't happen. - sk8ordie84/falsify
github.com
May 1, 2026 at 8:27 PM