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I burned all my tokens researching how to save tokens
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182

I burned all my tokens researching how to save tokens

Hacker News·3 months ago
#g8eqdbi5
#quesma#research#claude#model#agents#tools

How I burned a full Claude limit in 30 minutes and built my own deep research pipeline instead: 3 subscriptions, shared memory, a clear role for each model. You can build the same from what you already pay for.

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How to Choose the Right AI Model for Your Agent (2026 Decision Guide)
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How to Choose the Right AI Model for Your Agent (2026 Decision Guide)

DEV Community·Joaki·5 months ago
#qwxbrQ0z
#ai#agents#productivity#pick#gemini#model

Five years ago picking an AI model was a one-line decision. In 2026 there are six tied flagships, a dozen capable mid-tier models, and the wrong pick will either bankrupt you on tokens or cripple your

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What Goes Around Comes Around: A New Model Every Month and a Half
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What Goes Around Comes Around: A New Model Every Month and a Half

DEV Community·guanjiawei·5 months ago
#X77sj1oD
#ai#models#openai#claude#opus#model

GPT-5.5 dropped today, just a month and a half after 5.4. Opus 4.7 came out last week, just two months after 4.6. What's even funnier is that GPT finally started talking like a human, while Opus stopped doing so.…

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M5 Ultra Mac Studio Review: The Dream Mac for Local AI Agents
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M5 Ultra Mac Studio Review: The Dream Mac for Local AI Agents

Hacker News·19 days ago
#jDabESZR
#macstories#ultra#local#model#models#studio

For the past few days, I’ve been testing the (currently) top-of-the-line M5 Ultra Mac Studio with 256 GB of RAM. I’ll cut to the chase: the M5 Ultra Mac Studio is a dream machine for local AI agents.…

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On-device intelligence for every product
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On-device intelligence for every product

Hacker News·about 1 month ago
#bTROLJ2f
#desertant#model#models#device#every#article

We're building a frontier lab for on-device AI. Small, specialized models for audio, vision, and text, faster than the cloud and free.

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WeatherNext 3
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WeatherNext 3

Hacker News·about 1 month ago
#PjX6oJWm

WeatherNext 3 is the first global weather model that generates forecasts every hour of the day. It delivers local data for people and enterprises, into Google products like Search, Maps, and Gemini, so we can all make smarter, better-informed decisions.

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Introducing K2 Horizon: Frontier Performance, Radically Open
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Introducing K2 Horizon: Frontier Performance, Radically Open

Hacker News·about 1 month ago
#HfMIgQG8
#ifm#training#horizon#model#models#photo

Explore K2 Horizon, IFM’s open-source fleet of six frontier AI models for reasoning, coding, agentic workflows, edge devices, and enterprise deployment.

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GitHub - experientiallabs/experiential: An open source model gateway that provides one control plane across closed, open-source, local, and custom models.
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GitHub - experientiallabs/experiential: An open source model gateway that provides one control plane across closed, open-source, local, and custom models.

Hacker News·about 1 month ago
#Gda7MDIi
#github#traces#gateway#agent#model#telemetry

An open source model gateway that provides one control plane across closed, open-source, local, and custom models. - experientiallabs/experiential

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GitHub - lajosdeme/mole: A deep-research agent with an enforced budget, verified quotes, and a privacy boundary for local data.
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GitHub - lajosdeme/mole: A deep-research agent with an enforced budget, verified quotes, and a privacy boundary for local data.

Hacker News·about 2 months ago
#2sdPRWLK
#github#mole#model#research#config#every

A deep-research agent with an enforced budget, verified quotes, and a privacy boundary for local data. - lajosdeme/mole

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Accelerating GPT-5.6 Sol Ultrafast with OpenAI
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Accelerating GPT-5.6 Sol Ultrafast with OpenAI

Hacker News·about 2 months ago
#249pGIvR

Cerebras powers OpenAI’s GPT-5.6 Sol Ultrafast in the OpenAI API, delivering frontier intelligence at real-time speeds for critical AI work.

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