Atlas: Running 14 LLM Agents on a 16GB MacBook — Concurrency & Memory Fixes
Atlas proves a 16GB MacBook can run a production multi-agent system with careful orchestration Atlas shows a 16GB MacBook can ...
Tag: LLM
Offline NLP with Ollama & Gemma 4: 5 Local LLM Projects and Patterns
Ollama Unlocks Offline NLP: Five Python Projects Showing How Local LLMs Power Privacy-First Voice, Tutoring, Sentiment, News and Research Workflows ...
LLM Wiki: Building a Git-Backed, Incremental Codebase Knowledge System
LLM Wiki Turns Git Repositories into a Living, Queryable Knowledge Layer LLM Wiki uses git-driven incremental ingestion to turn a ...
LLM Proxy, Router, Gateway: How Preto.ai Unifies the Stack
Preto.ai Unifies Proxy, Router, and Gateway Layers to Simplify AI Request Management Preto.ai unifies proxy, router, and gateway layers with ...
Bifrost: Automatic LLM Provider Failover for OpenAI and Anthropic
Bifrost LLM Gateway: How to Add Automatic LLM Provider Fallback to Harden AI Applications Bifrost LLM Gateway enables automatic provider ...
AI Guardian: LLM Runtime Security and Remediation for Prompt Injection
AI Guardian: A Lightweight Python Defender for LLM Security and Prompt-Injection Protection AI Guardian is a zero-dependency Python library that ...
Amazon Bedrock & CloudFront: Pre-cognitive AI for 15ms LLM Responses
Amazon CloudFront and Lambda@Edge: How to Build a Pre‑Cognitive AI Cache with Amazon Bedrock and AWS Step Functions Amazon CloudFront ...
How CAPI MCP Gateway Secures and Scales LLM Tool Calls
CAPI MCP Gateway Brings Production-Grade Tool Routing for LLMs CAPI MCP Gateway centralizes MCP tool discovery, routing, auth, and observability ...
Structured Outputs for LLM Agents: A Schema-First Pattern for Reliable Automation
AI agent reliability: Why structured outputs are the contract that makes LLMs automation-ready AI agent reliability hinges on structured outputs: ...
Alibaba XuanTie C950: 5nm RISC-V Server CPU for LLM Inference
XuanTie C950: Alibaba’s 5nm RISC‑V Server Chip Built to Speed Agentic AI and High‑Volume Cloud Inference Alibaba’s XuanTie C950, a ...
