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Turso and the “LLVM of Databases”: What Are They Really Trying to Build?
Turso is not just “Postgres rewritten in Rust.” It is attempting something more ambitious: a common database execution core where SQLite… Continue reading on Medium »
Cursor Composer 2 and Kimi K2.5
A $29 billion coding startup shipped its most powerful model. Within 24 hours, a developer found a model ID that wasn’t supposed to be… Continue reading on Medium »
Stop Paying $5,000/Month for AI — Run Your Own LLM for the Price of a Gaming PC
A decision-making framework for engineers ready to break free from API dependency. Continue reading on Medium »
Why Your M4 Max Runs LLMs Like a GPU Beast — Without a Single CUDA Core
The secret isn’t brute-force compute. It’s a memory architecture that rewrites the rules of local AI inference. Continue reading on Medium »
$1 Trillion in 12 Months: Every Major Chip Company Is Betting the Farm on AI — Here’s the Complete…
ASML’s 1,000-watt breakthrough just fired the starting gun. From SK Hynix to NVIDIA to Intel, the semiconductor industry is deploying more… Continue reading on Medium »
The End of Containers for AI Sandboxing? Cloudflare Just Made It 100x Faster.
How Dynamic Workers use V8 isolates to give AI agents a secure, disposable execution environment — without the bloat. Continue reading on Medium »
Self-Hosted LLM Observability: vLLM + GLM-4.7-Flash + Grafana on Kubernetes
Forget managed APIs. Here’s how to deploy a local inference stack with full observability using open-source tools — from GPU metrics to… Continue reading on Medium »
Tokens Are the New Oil: How China Is Quietly Winning the AI Economy
The global AI race has shifted from who builds the best model to who produces the cheapest token — and China is moving fast. Continue reading on Medium »
Your Next Software Team Won’t Be All Human — Here’s How to Orchestrate It
The rise of specialized AI coding agents and what actually glues them together Continue reading on Medium »
I Stopped Paying for AI Tokens — Here’s the Exact 3090 + Ollama + LiteLLM Setup
A fully local, OpenAI-compatible coding assistant that powers Copilot, Cursor, Zed, Android Studio, OpenCode, Copilot CLI, and Claude Code… Continue reading on Medium »
Beyond Grep: Why AI Agents Need a Code Knowledge Graph
Text search finds strings. Real code understanding needs structure — and that’s what a knowledge graph gives your agent. Continue reading on Medium »