12-10-2025

Mistral’s Devstral 2: Context-Aware Coding Model

PLUS: Cashew’s AI market research, Rivian’s in-car assistant, Google’s AI glasses debut in 2026

Good morning, AI enthusiasts. Mistral’s Devstral 2 arrives as a potent coding model built to increase developer productivity with its ability to maintain and apply coding context over time. This new open-source tool pairs with a natural language CLI to streamline complex coding tasks and speed up workflows.

By remembering coding context across sessions, Devstral 2 aims to reduce repetitive work and adapt to developers’ needs more effectively. Could this approach shift how programmers collaborate with AI and reshape software development processes?

In today’s AI recap:

  • Mistral launches Devstral 2 with context-aware coding and vibe CLI
  • Cashew blends AI and human insights for rapid market research
  • Rivian introduces a hybrid edge-cloud AI assistant for EVs
  • Google plans AI glasses with Gemini integration for 2026

Mistral’s Devstral 2 Boosts Developer Productivity with Context-Aware AI

From Larry Bruce:
"Mistral’s new Devstral 2 coding model advances AI-powered development with context-sensitive automation tailored for professional workflows. This launch offers developers and businesses a powerful, open source tool to increase efficiency and stay competitive in a fast-evolving AI landscape."

The Recap: Mistral AI unveiled Devstral 2, a 123-billion-parameter coding model designed for production use that boosts developer productivity through advanced context awareness. Alongside, Mistral introduced the vibe coding CLI to automate coding tasks via natural language commands.

Unpacked:

  • Devstral 2 uses context-aware learning to remember and apply coding context across sessions, enabling smoother, more relevant code generation that adapts to developer needs — helping automate complex tasks and reduce repetitive work (source).
  • The vibe CLI lets professionals interact naturally with code projects, running commands, writing snippets, and debugging by simply describing the task, enabling faster workflow without deep technical commands.
  • Mistral’s open source licensing invites community collaboration and accelerates innovation, positioning Devstral 2 as a contender alongside major AI providers by fostering transparency and developer control.

Bottom line: Devstral 2 marks a critical step in AI-assisted programming by delivering a tool that learns context and boosts productivity without complexity. Open sourcing this powerhouse empowers developers worldwide to build smarter, faster coding solutions that keep pace with industry demands.

Cashew’s AI Powers Fast, Affordable Market Research

From Larry Bruce:
"Cashew perfectly blends AI automation with fresh human insights to shake up the market research landscape. Professionals and innovators will want to watch how this hybrid approach delivers swift, affordable intelligence for smaller brands often overlooked by traditional methods." — Larry Bruce, BDCbox

The Recap: Cashew uses AI to automate market research planning, data collection, and summarization, targeting small and medium brands with fast, affordable insights. Learn more about their approach here.

Unpacked:

  • Cashew’s AI generates research plans and summarizes results while continuously collecting fresh data from active human respondents, speeding up workflows that used to take weeks.
  • Their hybrid model delivers affordable market insights by integrating AI automation with human intelligence, focusing on smaller brands underserved by the $90 billion market research industry.
  • This approach shows AI enhancing rather than replacing human expertise, highlighting AI’s growing role in transforming traditional business sectors.

Bottom line: Cashew’s blend of AI and human data offers a fresh path to affordable, rapid market research, especially for SMBs. This model illustrates AI’s potential to boost productivity and uncover new business opportunities without sidelining people.

Rivian’s AI Assistant Powers Smarter EVs

From Larry Bruce:

"Rivian’s move to build an in-house AI assistant marks a bold step in blending intelligent technology directly into electric vehicles. This innovation offers professionals and early adopters a glimpse into how AI can seamlessly embed into daily life, making tasks easier and driving experiences more intuitive."

The Recap: Rivian is developing a context-aware AI assistant deeply integrated with vehicle controls, combining edge and cloud AI to enhance the electric driving experience.

Unpacked:

  • Rivian’s assistant uses a hybrid edge-cloud architecture to process commands quickly on the vehicle while leveraging cloud AI for complex tasks, ensuring fast response and smarter functions. (See Rivian’s AI assistant announcement)
  • This development fits a growing trend of vertical integration where carmakers build custom AI solutions tailored to their hardware and user needs.
  • Rivian’s AI assistant aims to set new standards for in-car user experiences, offering drivers a more connected, automated, and convenient interface behind the wheel.

Bottom line: Embedded AI assistants like Rivian’s bring automation and productivity directly to your vehicle, transforming how you interact with technology on the go. The future of in-car AI promises smarter, more personalized support that keeps users productive and connected.

Google’s AI Glasses Set for 2026 Debut

From Larry Bruce: "Google's upcoming AI glasses bring a fresh wave of innovation to wearable tech, blending seamless AI interaction with practical functionality. This launch signals important progress for professionals and enthusiasts eager to integrate AI tools into everyday workflows."

The Recap: Google plans to launch multiple AI-powered smart glasses in 2026, including a screen-free assistant that interacts with Gemini AI and glasses featuring in-lens displays for navigation and captions. This positions Google alongside Meta, Apple, and Snap in the race to advance AI wearables.

Unpacked:

  • Google's AI glasses include a model with no screen that lets users talk to Gemini AI through built-in cameras and microphones, plus another version with in-lens displays that provide navigation cues and closed captioning.
  • These glasses tap into the broader trend of making AI assistants ever more accessible and natural to use, extending beyond smartphones to lightweight, wearable devices.
  • Competing with major players like Meta and Apple, Google's approach highlights how AI-powered wearables will soon bridge style and smart functionality to boost productivity on the go.

Bottom line: Google's AI glasses promise to make AI assistants more available and hands-free, helping professionals stay connected and efficient. This launch marks a key step toward AI tools that fit seamlessly into daily life and work.

The Shortlist

OpenAI joined forces with Anthropic and Block to launch the Linux Foundation’s Agentic AI Foundation, aiming to standardize AI agents, improve interoperability, and prevent proprietary lock-in by donating core protocols like MCP, Goose, and AGENTS.md.

Empromptu raised $2 million in pre-seed funding to enable enterprises to build production-grade AI apps simply by chatting with their AI chatbot, focusing on security, compliance, and governance to transform prototypes into real products for regulated industries.

Amazon’s Ring rolled out the “Familiar Faces” AI-powered facial recognition feature that can recognize up to 50 people at your door and send personalized notifications, raising privacy concerns given Amazon’s history of law enforcement partnerships and prior security issues.

Microsoft plans a $17.5 billion investment in India by 2029 to expand AI and cloud infrastructure, including new data centers and AI skills training for 20 million people, marking a major AI push in a strategically critical market.

Pebble’s founder introduced the $75 Index 01 AI smart ring that records brief voice notes and emphasizes privacy by processing AI locally, featuring open source software and years-long battery life.

Get AI, CDP (Customer Data Platform) & SPA (Sales Process Automation) Tips

Get updates delivered
directly to your inbox.
2026 BDCbox© - All rights reserved

15-Minutes to 15 additional Sales a Month—Guaranteed.

Our conversational AI doesn’t just manage leads—it creates sales from your entire customer base. Let us show you how to squeeze more sales from your existing customer with a 15 minute, demo .

From Data to Deals: The Power of DIAA

Learn how Beatrix.ai transforms dealership data into personalized conversations that grow sales and service revenue. Schedule a 15 minute demo now.

15-Minutes to 15 additional Sales a Month—Guaranteed.

Our conversational AI doesn’t just manage leads—it creates sales from your entire customer base. Let us show you how to squeeze more sales from your existing customer with a 15 minute, demo.
  • Cass
  • NCOA
  • EmailValidation
  • EmailAppend
  • Mobile Phone Indicator
  • Mobile Phone Validation
  • Mobile Phone Append
  • VIN still owned and maintained by the customer