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LLM Model Routing in 2026: The Guide Every Team Should Read
2+ hour, 33+ min ago (1655+ words) Most teams still pick one LLM and send every request to it. That worked in 2023 when there were three viable models. In 2026, with dozens of frontier, mid-tier, and specialist models — each with different pricing, latency, and quality profiles — committing to…...
Learning from first principles
3+ hour, 56+ min ago (431+ words) Enterprises and large coorporations manage tens of millions of requests daily. what this implies is that the need for deep understanding of systems and engineering foundations in becoming increasingly important. people like to say things like Coding is Solved or…...
Your First AWS Production Architecture: From a Simple Application to a Scalable System
4+ hour, 46+ min ago (1081+ words) Most people learn AWS by studying individual services. RDS is a database. But that's not how AWS is used in the real world. In a real project, these services work together to solve one problem: How do we run an…...
🐢 and 🐇 in My Claude Code Status Line: Now Watching Fable
4+ hour, 43+ min ago (491+ words) My Claude Code status line races a tortoise against a hare to show whether I'm burning quota faster than a steady pace. Last time I switched the main bar to the 7-day window. The status line wasn't wrong. It was…...
VPC Peering: conectando redes privadas entre contas e regiões na AWS
5+ hour, 45+ min ago (1344+ words) 1. Cenário de negócio Neste projeto, será implementado um VPC peering entre duas VPCs que... Tagged with aws, cloudcomputing, networking....
From Code to Architecture: My 22-Year Journey in Technology, Leadership, and Innovation
1+ hour, 43+ min ago (1060+ words) How curiosity, continuous learning, and solving increasingly complex problems shaped my journey from software …...
GitHub Spec Kit Ships an 18,799-Token Workflow. One Preset Collapses It to 863.
2+ hour, 32+ min ago (282+ words) I priced all ten of Spec Kit’s slash commands with the GPT-5 tokenizer. One full run through the five core commands costs 18,799 tokens of…Continue reading on Medium » GitHub Spec Kit Ships an 18,799-Token Workflow. One Preset Collapses It to…...
Set a Pause to Over-Engineering: Why AWS Lambda MicroVMs Will Serve Indie Developers in 2026
9+ hour, 26+ min ago (373+ words) 1.True State Retention Without Complicated Databases Earlier, if you wanted your backend code to retain a simple piece of information from a past user action, you had to store that data in an external database, such as Amazon DynamoDB. For…...
Ahead of the Chatbot generation: Scaling Production-Ready Agent Fleets with AWS AgentCore
10+ hour, 14+ min ago (1554+ words) Introduction: The days of standalone, text-only chatbots are now a thing of the past. In their place, Agentic AI—systems that can reason independently, plan across multiple steps, manage dynamic memory, and execute tools with self-correction—have become the new…...
How I Built an Agentless Self-Hosting Orchestrator with 100+ Tested Stacks & 100% Local AI
12+ hour, 52+ min ago (417+ words) For anyone passionate about digital sovereignty and homelabbing, setting up a private home server on a Single Board Computer (like a Raspberry Pi 5, Orange Pi) or a Proxmox home lab is one of the most rewarding engineering projects. However, anyone…...