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pandas 3.0 Lands Breaking Changes and Other Python News for February 2026
realpython.comยท10h
โšกIncremental Parsing
On the Tension Between Object-Oriented and Generic Programming in C++
artima.comยท2d
๐Ÿ—‚๏ธType Indexing
Show HN: LocalGPT โ€“ A local-first AI assistant in Rust with persistent memory
dev.toยท1dยท
Discuss: DEV
๐ŸŒ™Lua
Declarative, Reproducible Emacs
irreal.orgยท2d
๐ŸŒˆGradual Languages
Expectation and Copysets
buttondown.comยท5hยท
Discuss: Hacker News
๐Ÿ”ขAlgebraic Datatypes
Iโ€™ve written 15k lines of Go with AI and canโ€™t write hello world by hand - but Iโ€™m confident with my codebase
github.comยท9hยท
Discuss: r/golang
๐Ÿ“šSelf-Documenting Code
creact-labs/creact: CReact is a meta-runtime for building domain-specific, reactive execution engines.
github.comยท1dยท
Discuss: r/node, r/reactjs
๐Ÿ’ฌREPL Design
Allium is an LLM-native language for sharpening intent alongside implementation
juxt.github.ioยท13hยท
Discuss: Hacker News
๐ŸŽฎLanguage Ergonomics
Automated Reasoning checks rewriting chatbot reference implementation
aws.amazon.comยท4h
โœ…Type Checking
Practical Refinement Session Type Inference (Extended Version)
arxiv.orgยท19h
๐Ÿ“žSession Types
I Built a Python CLI Tool for RAG Over Any Document Folder
dev.toยท17hยท
Discuss: DEV
โš™๏ธTOML Parsers
Computing an approximation of the partial Weyl closure of a holonomic module
arxiv.orgยท19h
โšกPartial Evaluation
Software design is now cheap
dottedmag.netยท1dยท
Discuss: Hacker News
๐ŸŽฎLanguage Ergonomics
Building LLMs in Resource-Constrained Environments: A Hands-On Perspective
infoq.comยท12h
๐ŸชœRecursive Descent
Building Interactive C/C++ workflows in Jupyter through Clang-REPL [video]
fosdem.orgยท2dยท
Discuss: Hacker News
๐ŸŽ“Teaching Compilers
Claude Code: Production ready code in a two-week sprint
thoughtbot.comยท1d
๐ŸŽญProgram Synthesis
Let Lambda Come Over
yamlscript.orgยท2d
ฮปLambda Calculus
Four Godot+Rust tricks
blog.lokkij.comยท1d
๐Ÿ”’Rust Borrowing
Performance Tip of the Week #93: Robots never sleep
abseil.ioยท2d
๐ŸฐCapability Machines
Show HN: LocalGPT โ€“ A local-first AI assistant in Rust with persistent memory
news.ycombinator.comยท1dยท
Discuss: Hacker News
๐Ÿ”’Rust Borrowing

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