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⚡ AI Lessons
Dev.to · Chaeyeon Mia Lee
🧠 Large Language Models
⚡ AI Lesson
6h ago
GradCuit: How to Make LLMs Reason Better at Test Time Without Changing a Single Weight
TL;DR GradCuit (arXiv:2608.02585) inserts optimizable latent vectors at an intermediate...
Dev.to · Guido Tapia
🧠 Large Language Models
⚡ AI Lesson
7h ago
Summarising clinical and referral documents with AI
Turning free-text referrals and discharge summaries into structured summaries with human sign-off: extraction over abstraction, grounding controls and onshore d
Dev.to · RobustTrueTry
🧠 Large Language Models
⚡ AI Lesson
7h ago
When Your Content Bot Hits an LLM Quota, Ship the Fallback
A practical pattern for keeping automated publishing alive when your LLM provider runs out of quota.
Dev.to · Jack M
🧠 Large Language Models
⚡ AI Lesson
7h ago
LLM Latency Budget: Make AI Features Feel Fast Without Burning Money
Build an LLM latency budget with TTFT, TPOT, token limits, routing rules, caching, streaming, queues, and alerts for production AI features.
Dev.to · VisibilityAtlas
🧠 Large Language Models
⚡ AI Lesson
8h ago
An LLM described a website in detail. The website doesn't exist.
An LLM described a company's official website to me in detail: complete Simplified Chinese interface,...
Dev.to · Sven Welack
🧠 Large Language Models
⚡ AI Lesson
10h ago
LLMs on Consumer Hardware — Part 1: The Stack and First Benchmarks
The first in a build-log series documenting a local LLM project. This entry covers the hardware, the software stack, and the benchmarks used to select a primary
Dev.to · BAOFUFAN
🧠 Large Language Models
⚡ AI Lesson
10h ago
Automating LLM Memory Tests with pytest: 400% More Bugs Found
At 3 a.m., our ops channel blew up: the smart customer-support bot suddenly started spouting...
Simon Willison's Blog
🧠 Large Language Models
⚡ AI Lesson
11h ago
New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging
I released LLM 0.32 this morning, the most significant new version of LLM since the initial launch of the project. The new version includes support for visible
Dev.to · Gonzalo Terrones
🧠 Large Language Models
⚡ AI Lesson
11h ago
Medir si un LLM nombra a tu empresa: por qué una captura no sirve como métrica
Cada vez más gente arranca la búsqueda de un proveedor preguntándole a un modelo en vez de a un...
Dev.to · Silviu Technology
🧠 Large Language Models
⚡ AI Lesson
12h ago
LLMs: aprobaciones por email con contexto minimo
Una forma practica de disenar aprobaciones por email para agentes LLM sin inflar contexto, perder trazas ni mezclar decision humana con ejecucion.
Simon Willison's Blog
🧠 Large Language Models
⚡ AI Lesson
16h ago
PipeNetwork/minimax-h3-mlx
PipeNetwork/minimax-h3-mlx MiniMax released MiniMax-H3 two days ago - they describe it as a "a general-purpose, omni-modal generative system", which in practice
Dev.to · Shweta Mishra
🧠 Large Language Models
⚡ AI Lesson
18h ago
TokenMizer: Giving LLMs a Memory That Doesn't Forget Between Sessions
How a graph-memory proxy sits between your app and the OpenAI API, quietly remembering everything...
Dev.to · Reid Marlow
🧠 Large Language Models
⚡ AI Lesson
18h ago
DiffusionGemma Is Fast Because It Stops Pretending Text Has to Be Written Left to Right
Google DeepMind’s open-weight text diffusion model is a reminder that decoding strategy is infrastructure, not a paper detail.
Dev.to · Aman Shekhar
🧠 Large Language Models
⚡ AI Lesson
19h ago
LLMs reward expertise
I've been exploring the fascinating world of Large Language Models (LLMs) lately, and let me tell...
Dev.to · Pavel Espitia
🧠 Large Language Models
⚡ AI Lesson
19h ago
I Point a Local LLM at Every Repo Before Opening It in My Editor
In May a "recruiter" sent me a take-home project for a Web3 role. Nice README, plausible Next.js...
Dev.to · Ali Farhat
🧠 Large Language Models
⚡ AI Lesson
20h ago
OpenAI GPT-Live Brings Continuous Voice Conversations to ChatGPT at Scale
OpenAI has introduced GPT-Live, a new generation of voice models intended to make ChatGPT...
Dev.to · Ali Farhat
🧠 Large Language Models
⚡ AI Lesson
22h ago
OpenAI Publishes Lean-Certified Proofs for Ten Advances in Math and Computer Science
OpenAI has published Ten Advances in Mathematics and Theoretical Computer Science, a release that...
Dev.to · Ken Imoto
🧠 Large Language Models
⚡ AI Lesson
22h ago
Claude Code + 300 Docs: I Built a Personal Knowledge DB With 4 Retrieval Layers. 3 Broke.
I spent 8 hours setting up a personal knowledge DB for Claude Code and 3 months feeding it. It grew to 312 docs. I tried 4 retrieval strategies. One held, three
Dev.to · Tamiz Uddin
🧠 Large Language Models
⚡ AI Lesson
23h ago
Local-First AI: Engineering On-Device Inference and Custom Agent Harnesses
Explore the technical shift from cloud LLMs to local inference. Learn how to optimize models with quantization, build custom agent harnesses, and achieve privac
Dev.to · Fernando Nogueira
🧠 Large Language Models
⚡ AI Lesson
23h ago
5 Coding Models You Can Actually Run on a Laptop in 2026
5 Local Coding Models I Keep Installed in 2026 I still use cloud APIs for genuinely hard...
Dev.to · Karnik Khanwilkar
🧠 Large Language Models
⚡ AI Lesson
1d ago
Democratizing Large Language Model Inference on Constrained Hardware with AirLLM
Unlocking Large Language Model Inference on Minimal GPUs Today I explored AirLLM, a...
Dev.to · Tarun Agarwal
🧠 Large Language Models
⚡ AI Lesson
1d ago
Catching wrong LLM outputs when you have no labels
A shorter, code-first version of a piece I first published in Towards AI on Medium. If you've...
Dev.to · Daniel Dong
🧠 Large Language Models
⚡ AI Lesson
1d ago
Kimi K3 thinks before it answers. You don't have to ask it to.
Kimi K3 thinks before it answers. You don't have to ask it to. Most reasoning models give you a...
Dev.to · Zohair
🧠 Large Language Models
⚡ AI Lesson
1d ago
The Promptfoo Acquisition Made Me Realize I Was Evaluating LLMs on Easy Mode
In March 2026, OpenAI acquired Promptfoo — the tool that 350,000 developers use to evaluate and...
DeepCamp AI