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jetro.ai
jetro.ai > features

Features — Jetro

8+ hour, 17+ min ago   (195+ words) Everything Jetro gives your agent and your canvas. Jetro is a toolkit that turns your code editor into a full research and analysis environment. It gives the AI agent specialized skills, a visual canvas, a local database, and a bunch…...

DEV Community
dev.to > ai_maya_063fc568e157562fd > local-llms-in-2026-what-actually-runs-well-on-a-laptop-now-hk1

Local LLMs in 2026: What Actually Runs Well on a Laptop Now

34+ min ago   (190+ words) Two years ago, "run a language model locally" meant a weekend of compiling, a graveyard of CUDA errors, and a model that answered like it had a concussion. In 2026, you can install one tool, type one command, and have a…...

DEV Community
dev.to > ai_maya_063fc568e157562fd > default-to-flagship-is-now-a-cost-bug-tiered-model-routing-for-agentic-workloads-2gk4

Default-to-Flagship Is Now a Cost Bug: Tiered Model Routing for Agentic Workloads

36+ min ago   (511+ words) For two years the reflex was simple: reach for the biggest model you can afford and call it a day. In 2026 that reflex quietly became a bug in your cost model. The clearest signal came this summer, when a smaller,…...

Techmeme
techmeme.com > 260808 > p9

A look at “Spiralism”, a quasi-spiritual movement that grew in 2025 from human-AI conversations after sycophantic GPT-4o updates and expanded ChatGPT memory

36+ min ago   (12+ words) Top news and commentary for technology's leaders, from all around the web....

meshcode.ai
meshcode.ai > blog

Notes & guides

7+ hour, 21+ min ago   (1683+ words) Getting more done with AI — tips, ideas, and what's new. You don't need a gaming GPU to use an AI coding agent. Here's what actually matters — RAM, internet, storage — and what doesn't. A step-by-step walkthrough for building an app with…...

DEV Community
dev.to > kkjcodes > measuring-diffusion-video-performance-on-a-macbook-one-speedup-and-a-large-gap-4e4k

Measuring diffusion video performance on a MacBook: one speedup and a large gap

1+ hour, 3+ min ago   (876+ words) Last month, I published a benchmark showing a 1.125× speedup from block-residual caching on 4-bit FLUX. The main lesson was not the multiplier. It was that my original quality metrics had been measuring the wrong thing, and that acceleration claims often…...

DEV Community
dev.to > shashikanthgs > the-two-layers-that-decide-whether-your-agent-survives-1670

The Two Layers That Decide Whether Your Agent Survives

1+ hour, 21+ min ago   (955+ words) I have read a lot of agent architecture content over the last two years, and almost all of it is about the same layer: how the agent thinks. Prompt chaining, routing, orchestrator-workers, evaluator-optimizer, ReAct, plan-and- execute. That layer is genuinely…...

DEV Community
dev.to > jds64 > lessons-from-a-robotics-startup-what-i-learned-about-data-pipelines-138j

Lessons from a Robotics Startup: What I Learned About Data Pipelines

56+ min ago   (435+ words) "Smile because it happened" — Dr. Seuss These aren't company secrets. They're about the general engineering challenges that anyone working with robotics data pipelines will encounter — challenges I'd read about in papers but hadn't truly internalized until I was standing in…...

Yahoo News
yahoo.com > news > science > articles > hank-green-ai-controversy-raises-130000812.html

Hank Green AI controversy raises questions for science communicators

12+ hour, 1+ min ago   (624+ words) Four words in a Hank Green video—"I appreciate the pushback"—were enough to make some viewers suspect the voice of artificial intelligence, sparking fan backlash, prompting a public apology from Green and raising bigger questions about how AI is…...

DEV Community
dev.to > javadinteger > advanced-gpu-optimization-how-can-i-tech-an-llm-with-cuda-and-rocm-part-2-2ah7

Advanced GPU Optimization: How can I tech an LLM with CUDA and ROCm? - Part 2

2+ hour, 30+ min ago   (681+ words) Welcome back! In Part 1, we built the foundation: from vector addition to tiled GEMM, and finally assembled a complete forward pass of a Transformer block using HIP (CUDA/ROCm). But a forward pass without gradients is just a very expensive…...