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I built a “deterministic” LLM text rephraser with a validation pipeline - looking for architectural feedback
dev.to·9h·
Discuss: DEV
🔍Tokenizers
My Data Lake Runs on MongoDB and PostgreSQL and I’m Not Sorry
dev.to·2d·
Discuss: DEV
💾Persistent Heaps
Early History of a Perfect Join Algorithm
remy.wang·1d
📈Query Optimization
Free online toolbox with 50+ useful tools – no ads, no signup required
strongtools.site·2d·
Discuss: r/SideProject
✨Code Formatters
Tip of the Week #180: Avoiding Dangling References
abseil.io·1d
🏷️Symbol Mangling
Running Pydantic’s Monty Rust sandboxed Python subset in WebAssembly
simonwillison.net·2d·
Discuss: Hacker News
🚂Cranelift Backend
Performance Tip of the Week #26: Fixing things with hashtable profiling
abseil.io·1d
🔗Hash Functions
codx-dev/msgpacker: MessagePack serializer implementation for Rust / msgpack.org[Rust]
github.com·3d·
Discuss: Hacker News
🪆Embedded DSLs
Pascal-J/type-system-j: adds an optional type system to J language
github.com·5d·
Discuss: Lobsters
✅Type Checking
Kubernetes Operator for automated Jupyter Notebook validation in MLOps pipelines
reddit.com·2d·
Discuss: r/kubernetes
🗺️Region Inference
🎲 Piecemeal Formal Verification: Cloudflare, Java Exceptions, and Rust Mutexes
gavinhoward.com·4d
🚂Error Propagation
"Detective Work We Shouldn't Have to Do": Practitioner Challenges in Regulatory-Aligned Data Quality in Machine Learning Systems
arxiv.org·3d
🌳Pattern Match Compilation
HyPER: Bridging Exploration and Exploitation for Scalable LLM Reasoning with Hypothesis Path Expansion and Reduction
arxiv.org·10h
🪜Recursive Descent
How I squeezed a BERT sentiment analyzer into 1GB RAM on a $5 VPS
mohammedeabdelaziz.github.io·2d·
Discuss: Hacker News
🗺️Region Inference
Week 1: Why did I start learning Rust?
vitaliihonchar.com·2d·
Discuss: r/programming
🦀MIR Optimization
Safe Labels in C++
artima.com·1d
🏷️Symbol Mangling
The control layer for AI
blog.dottxt.ai·2d·
Discuss: Hacker News
🔀Control Structures
Agentic Proof-Oriented Programming
risemsr.github.io·3d·
Discuss: Lobsters, Hacker News
πPi Calculus
Production pain points and coordination patterns from building a dual-orchestrator (Claude + Kimi) system on Claude Code. 8 failure modes with specs and invariants.
gist.github.com·1d·
Discuss: Hacker News
📋Task Queues
YS — YAML Done Wisely
yamlscript.org·2d
🪆Embedded DSLs

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