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Getting Started with Deep Agents: 80% LLM Cost Savings Guide
3+ hour, 35+ min ago (1170+ words) Teams are overpaying for LLM APIs. Most organizations run every task through one expensive model—Claude Opus, GPT-4o, whatever—because orchestrating multiple models feels like a headache. We thought the same thing until we found ourselves staring at a $0.18 bill…...
Harness Engineering Guide for Reliable AI Agents
6+ day, 19+ hour ago (1144+ words) Your coding agent just reported success. “All done — the fix is implemented and working.” You open the pull request. The tests fail. The file it edited isn’t even the one the bug lives in. Sound familiar? It should. This is…...
GPU Cloud Infrastructure | Scalable Serverless AI
1+ mon, 3+ week ago (463+ words) When you use Regolo.ai to access artificial intelligence models via API, you don't need to worry about what happens behind the scenes. Supporting it all is Seeweb's GPU infrastructure, which provides accelerated, modular, and pay-as-you-go computing resources. This means…...
DFlash: x3 LLM inference speed – guide and codes
2+ mon, 3+ week ago (948+ words) LLMs are fast at large matrix multiplications, but generation still happens one token at a time in standard autoregressive decoding – If we strip the jargon away, every new word requires another trip through the model, and this is why low-latency…...
Context Engineering Tutorial: Build Lightweight, Local AI Agents in Python
2+ mon, 3+ week ago (729+ words) This tutorial provides a complete guide to implementing the Context Engineering framework for AI agents: the architecture presented is optimized to prevent context rot, reduce execution latency, and lower token-processing overhead by dynamically managing LLM attention windows. Context Engineering is…...