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🔄 Incremental Computation

Differential Dataflow, Change Propagation, Materialized Views, Reactive Systems

NaviAgent: Bilevel Planning on Tool Dependency Graphs for Function Calling
arxiv.org·10h
🛠️Build Optimization
Why Agentic Flows Need Distributed-Systems Discipline
temporal.io·21h·
Discuss: Hacker News
🌐Distributed systems
Jan Nano + Deepseek R1: Combining Remote Reasoning with Local Models using MCP
huggingface.co·6h·
Discuss: r/LocalLLaMA
📋MCP
Kumo Surfaces Structured Data Patterns Generative AI Misses
thenewstack.io·49m
🧠LLM Inference
Flynn Was Right: How a 2003 Warning Foretold Today’s Architectural Pivot
semiwiki.com·21h
⚡Hardware Acceleration
Build a Compiler from Scratch, Part 1.2: Intermediate Representation and Code Generation
blog.sylver.dev·15h
🦀Rust Compiler Internals
Inside Airbnb’s AI-Powered Pipeline to Migrate Tests: Months of Work in Days
blog.bytebytego.com·23h
🔧Developer tools
Scaling Pinterest ML Infrastructure with Ray: From Training to End-to-End ML Pipelines
medium.com·22h·
Discuss: Hacker News
🕯️Candle
How I use Claude Code
jonatkinson.co.uk·5h
🪄Prompt Engineering
HW Security: Multi-Agent AI Assistant Leveraging LLMs To Automate Key Stages of SoC Security Verification (U. of Florida)
semiengineering.com·7h
🕳LLM Vulnerabilities
Defining Corrigible and Useful Goals
lesswrong.com·10h
🛡️AI Safety
Slashing CI Costs at Uber
uber.com·4h·
Discuss: Hacker News
🛠️Build Optimization
The Law of Living Layers: A Framework for Emergent AI Partnership
write.as·17h
🪄Prompt Engineering
16 Changes to AI in the Enterprise: 2025 Edition | Andreessen Horowitz
a16z.com·6h
📊Model Serving Economics
Accelerating Provider MDM in Healthcare with Databricks and AI
databricks.com·16h
🦆DuckDB
Evolving Nubank’s Architecture Toward Thoughtful Platformization
building.nubank.com·44m
👨‍💻Software development practices
My VSCode → AI chat website connector extension just got 3 new features!
youtube.com·19h·
Discuss: r/programming
👨‍💻AI Coding
From 10 to 10,000 Users: The AI Agent Scaling Playbook
pub.towardsai.net·2h
🏆LLM Benchmarking
Microservices Architecture Decision: Entity based vs Feature based Services
reddit.com·5h·
Discuss: r/SoftwareEngineering
🌐Distributed systems
After a year in the LLM wilderness, I think the 'memory problem' isn't a bug—it's a business model. So I went a different way.
reddit.com·16h·
Discuss: r/LocalLLaMA
🪄Prompt Engineering
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