#llm

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/self-hosted-gpu-vllm-vs-serverless-api-break-even-calculator.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Qodo tops independent AI code review tests, but GitHub Copilot wins on integration.
The top pick is not the easiest tool to plug into your workflow.

Full post · Follow me: LinkedIn · GitHub · Bluesky · X · Dev.to · Facebook · Website
#AI #GenAI #LLM

Podcast: Distributed LLM Inference on Kubernetes with llm-d, Wasm, & TornadoVM

In this episode, Edoardo Vacchi discusses the evolving landscape of WebAssembly on the backend, running Java workloads on GPUs using TornadoVM, and optimizing distributed AI inference u…

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#ai #gpu #llm

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/cursor-windsurf-cline-api-key-cost-calculator-byok-routing.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Cursor, Windsurf & Cline BYOK API Key Cost Calculator: Claude 3.7 Sonnet vs DeepSeek V3

How to stop $50/day Cline and Roo Code API bills by enabling 90% Anthropic prompt caching and routing planning/search steps to DeepSeek V3 ($0.24/1M) or Qwen 2.5 Coder 32B ($0.07/1M). 🧵👇

#AI #LLM #DevTools...

Boost your #Symfony apps with #AI ✨

Our experts explain ✍️ how to build smarter features, speed up workflows with #Git worktrees, and give your AI #agents long-term memory via the #LLM Wiki pattern.

👀 Read the full series on our blog tinyurl.com/3t9kk4kh

@welcomattic.com

Подкаст: Распределенный вывод LLM на Kubernetes с использованием llm-d, Wasm и TornadoVM

В этом выпуске Эдоардо Ваччи обсуждает меняющийся ландшафт WebAssembly на бэкенде, запуск Java-нагрузок на GPU с использованием TornadoVM и оптимизацию распределенного выво…

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#ai #llm #news

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/zero-dependency-llm-router-vs-litellm-openrouter-fallback.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Zero-Dependency SDK Fallback Routing vs LiteLLM & OpenRouter JSON

How to eliminate supply-chain risk and cut blended LLM API bills by 68% using native OpenRouter provider routing JSON or zero-dependency TypeScript/Python fallback wrappers. 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

Mainstream bots hide behind safety layers even for basic queries. Stop getting "I can't help with that" and learn how to bypass the refusals. We breakdown the technical walls and point you toward real answers. #AI #LLM

https://aethersky.ai/learn/why-ai-chatbots-refuse-and-how-to-get-real-answers

Your coding agents are collecting and accumulating institutional knowledge of your company, one task at a time.
Who owns it? Who can access it? And what happens when it’s wrong?

thinkingtokens.ai/2026/11/your...

#ai #CodingAgent #agent #memory #llm #llmsecurity

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/multi-turn-agent-loop-token-bloat-cost-calculator.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Autonomous AI Agent Loop Cost Calculator: Modeling 10–30 Turn Context Bloat

Why a 15-turn coding or browser agent consumes 12x more input tokens than a single-turn chat—and how rolling context truncation + prompt caching cuts agent loop bills by 78%. 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

Why won't AI just say "I don't know"? Training rewards a best guess, the part that knows it's unsure doesn't talk to the part that answers, and most tests never score "I don't know". Try telling it that's fine, then ask how sure it is.

#AI #LLM

Guide explains unattended reboots on machines with encrypted disks. Automates restart without manual password entry. https://jmmv.dev/2026/11/zkeys-intro.html. #AI #MachineLearning #LLM

Pinterest Replaces Journey Clustering with 4B Qwen3 LLM, Reports Improved Engagement

Pinterest has moved its user-journey inference system from a multi-stage clustering pipeline to a fine-tuned 4-billion-parameter language model, reporting a 1.1% improvement in e…

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#ai #llm #news

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/openrouter-vs-deepinfra-vs-fireworks-ai-serverless-gpu-pricing-2026.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

OpenRouter vs DeepInfra vs Fireworks AI vs Together AI: 2026 Serverless LLM Pricing Audit

Side-by-side price per 1M tokens, throughput speed (tok/s), and Zero Data Retention (ZDR) comparison across OpenRouter, DeepInfra, Fireworks AI, Together AI, Groq, and RunPod. 🧵👇

#AI #LLM #DevTools #SaaS...

Pinterest заменяет кластеризацию путешествий моделью 4B Qwen3 LLM, сообщает об улучшении вовлеченности

Pinterest перевел свою систему вывода пользовательских путей из многоэтапного конвейера кластеризации на дообученную языковую модель с 4 миллиардами параметро…

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#ai #llm #news

BREAKING: Anthropic commits $3.4 billion to natural gas turbines for data center power.
The purchase aims to secure long-term energy supply for training and running Claude models.

#AI #LLM

During the training and deployment phases of AI systems, it is possible to measure energy, water, and carbon consumption. Computational operations can then be converted into CO2 equivalents, which could serve as the basis for a modular taxation system.
#AI #AIAgents #AINews #GenAI #AgenticAI #llm

Financial & Equity Analysts: Use AI formulas to pull news context, summarize filings, and tag metrics directly in your spreadsheet models! 💹🤖 🔗 matasoft.hr/qtrendcontro...
#FinTech #FinancialModeling #AITools #AISpreadsheet #AIFunctions #AIFormula #AI #LLM #AISpreadsheetIntegration #AIPrompt

Data Journalists: Cross-reference public lists with live web search and LLM extraction inside (Un)Perplexed Spready! 📰📊 🔗 matasoft.hr/qtrendcontro...
#DataJournalism #InvestigativeTech #AITools #AISpreadsheet #AIFunctions #AIFormula #AI #LLM #AISpreadsheetIntegration #AIPrompt #Spreadsheets

#LLM #Ai #tokens

How can large AI companies be compelled to pay a fair price, one that accounts for previously overlooked costs, such as massive water consumption, pollution, and so on?
#AI #CyberSecurity #TrustworthyAI #AIAgents #AINews #GenAI #AgenticAI #EnterpriseIT #llm #AIEngineering #AIArchitect

3/ Run your own DAU, prompt cache hit rate (0-95%), and LiteLLM fallback router simulation on our live comparison page:
https://tokenmargin.dev/compare/claude-3-7-sonnet-vs-o3-mini.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Claude 3.7 Sonnet vs OpenAI o3-mini: Which LLM API actually protects your SaaS gross margin at 10,000 DAU?

Here is the live 2026 token math across input, output & prompt caching: 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

I'm surprised that the term

"Large Language Brother"

is not used wider.

#ai #llm #largeLanguageBrother #surveillance #bigBrother

LG K-EXAONE 2.5: Free API, 70 Percent Claim
A 750B Korean model, free by API key, with agent scores near DeepSeek and GLM. Every score so far is from LG itself.
https://dirtystatic.com/articles/lg-k-exaone-2-5-free-api-70-percent-claim/
#AI #LLM #Agents

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/ai-saas-gross-margin-calculator-per-seat-pricing-stress-test.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic