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Spy: language semantics for a statically-typed compiled variant of Python

Antonio Cuni· ·24 min read · 0 reactions · 0 comments · 30 views
Spy: language semantics for a statically-typed compiled variant of Python
TL;DR · WeSearch summary

The article discusses the language semantics of SPy, a statically-typed compiled variant of Python. It highlights the project's goals of improving performance and integrating static typing into Python. The author expresses gratitude to Anaconda for supporting the open-source initiative and outlines the phases of execution in SPy.

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Hacker News (Newest) files mainly under programming. We currently carry 5,306 of its stories.

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Hacker News (Newest) · Antonio Cuni
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Original publisherHacker News (Newest)
Canonical URLhttps://antocuni.eu/2026/03/25/inside-spy-part-2-language-semantics/
Publication timeSun, 24 May 2026 20:42:04 +0000
Retrieval time2026-05-24T21:07:34.509Z
Last seen2026-05-24T21:07:34.509Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterCGeQlVqq5DaX
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

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Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Opening excerpt (first ~120 words) tap to expand

spy Inside SPy 🥸, part 2: Language semantics¶ This is the second post of the Inside SPy series. The first post was mostly about motivations and goals of SPy. This post will cover in more detail the semantics of SPy, including the parts which make it different from CPython. We will talk about phases of execution, colors, redshifting, the very peculiar way SPy implements static typing, and we will start to dive into metaprogramming. Before diving in, I want to express my gratitude to my employer, Anaconda, for giving me the opportunity to dedicate 100% of my time to this open-source project. Motivation and goals, recap¶ Shameless plug: give SPy a star ⭐ I admit I never cared much about GitHub stars, but it looks like nowadays it's what you need to be considered important.

Excerpt limited to ~120 words for fair-use compliance. The full article is at Hacker News (Newest).

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