Bidirectional Checking, Local Inference, Error Messages, Type Elaboration

Automated Verification of Code Logic & Security Vulnerabilities via Hyperdimensional Semantic Analysis
dev.to·1h·
Discuss: DEV
🌳Pattern Match Compilation
smartgo: I wish for a Go-like language with Rust-like pointers
iio.ie·3h
🔒Rust Borrowing
Constraint Satisfaction Approaches to Wordle: Novel Heuristics and Cross-Lexicon Validation
arxiv.org·1h
🧩Constraint Solvers
Property-based testing of batch-invariant operations
mmaaz.ca·7h·
Discuss: Hacker News
🎲Property Testing
Python PEP 636 – Structural Pattern Matching: Tutorial
peps.python.org·19h·
Discuss: Hacker News
💬Interactive REPLs
The Inverse Matrix problem
talesfrom.dev·5h
🚂Error Propagation
On The Fragility of Benchmark Contamination Detection in Reasoning Models
arxiv.org·1h
🧪Parser Testing
Atomic and Saturated Models
functor.network·2d·
Discuss: Hacker News
🔗Concatenative Theory
Google Chrome RCE (No Sandbox) via CanonicalEquality:EqualValueType()
ssd-disclosure.com·10h·
Discuss: Hacker News
🛡️Stack Safety
Domain Driven Design in Clojure with Generalized Hiccup
biotz.io·3d·
functional programming
Language Agnostic Programming: Why you may still need code
joaquimrocha.com·14h·
Discuss: Hacker News
🔬programming language theory
Dimensional Analysis in Programming Languages (2018)
gmpreussner.com·10h·
Discuss: Hacker News
🔢Algebraic Datatypes
Taming Imperfect Process Verifiers: A Sampling Perspective on Backtracking
arxiv.org·1h
🎲Parser Fuzzing
LLMs are badly misaligned
lesswrong.com·15h
🪞Homoiconicity
TypeNet Benchmark for development of authentication keystroke technologies
github.com·1d·
Discuss: Hacker News
🌱Minimal ML
Understanding the 4 Main Approaches to LLM Evaluation (From Scratch)
magazine.sebastianraschka.com·18h·
Discuss: Hacker News
🌱Minimal ML
Using Either/Result in TypeScript for Error Handling
dev.to·2d·
Discuss: DEV
🛡️Error Handling
LLM-Based Instance-Driven Heuristic Bias in the Context of a BRKGA
researchgate.net·1d·
Discuss: Hacker News
🪜Recursive Descent
Opti's Claude 4.5 Sonnet "vibe coding" report
stacker.news·17h
🔬Nanopasses
PRISM-Physics: Causal DAG-Based Process Evaluation for Physics Reasoning
arxiv.org·1h
🔮Type Inference Visualization