🚨 Daily Tech & AI Pulse | 2025-12-12

🌍 Global Tech News

🚀 Prompt Engineering: A Practical Guide for Developers
Prompt Engineering: A Practical Guide for Developers (hassantayyab)
🤖 Prompt engineering is the practice of designing inputs that reliably guide large language models to produce accurate, structured, and useful outputs. This guide covers 12 core techniques for developers, explaining how to control ambiguity, constrain solutions, and shape reasoning to ensure models generate correct code.

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☁️ Cloud Infrastructure & IT Management Platforms

🌐 Building an Archaeology Matcher: A (Literal) Deep Dive Into Multimodal Vector Search
Building an Archaeology Matcher: A (Literal) Deep Dive Into Multimodal Vector Search (MongoDB)
🤖 This tutorial demonstrates how to build a multimodal vector search application using MongoDB, Symfony AI, and Voyage AI. It covers embedding images and text, storing them in MongoDB, and performing vector searches to find similar objects in a database.

🚀 How to add AI to the JPedal Viewer (Tutorial)
How to add AI to the JPedal Viewer (Tutorial) (IDRSolutions)
🤖 Learn how to integrate AI into the JPedal Viewer, enabling users to ask large language models questions about open documents. This tutorial includes creating a chat window and embedding it in the Viewer, highlighting AI capabilities like OCR and reasoning.

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🍁 Canada Tech Scene

💼 AI Engineering for Everyone — Simple Explanations of Hard Concepts (Series Announcement)
AI Engineering for Everyone — Simple Explanations of Hard Concepts (Series Announcement) (ASHISH GHADIGAONKAR)
🤖 A new series breaking down complex AI concepts in simple language, with diagrams and real-world analogies. Topics include LLM internals, embeddings, vector search, RAG, hallucinations, tokenization, and more.

🌐 The Tor Project is switching to Rust
The Tor Project is switching to Rust (giuliomagnifico)
🤖 The Tor Project is transitioning its codebase to Rust to improve security, performance, and maintainability, marking a significant shift in the open-source privacy-focused software.

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💼 Canada Job Market

💼 MindScript: The Language Layer for MindsEye (Ledger-First Automation, Domain Dialects, and Searchable Memory)
MindScript: The Language Layer for MindsEye (Ledger-First Automation, Domain Dialects, and Searchable Memory) (PEACEBINFLOW)
🤖 MindScript is a language layer that gives companies a structured way to express intent and automate workflows. It combines ledger-first memory, domain-specific dialects, and searchable memory to create intelligent, scalable systems.

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🚀 Startups & Funding

💼 Salesforce might rebrand, Shopify gets agentic, and SpaceX’s unexpected beneficiary
Salesforce might rebrand, Shopify gets agentic, and SpaceX’s unexpected beneficiary (Alex Riehl)
🚀 This article discusses recent developments in the tech industry, including Salesforce's potential rebranding, Shopify's move towards agentic AI, and SpaceX's unexpected beneficiary in the market.

💼 Goodfood loses another leader as co-founder says he’s stepping down as president and COO
Goodfood loses another leader as co-founder says he’s stepping down as president and COO (Alex Riehl)
🚀 Goodfood is facing leadership changes with Neil Cuggy stepping down as president and COO after Jonathan Ferrari left earlier this year.

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💡 Top 5 GitHub Repositories

1. zai-org/Open-AutoGLM
   #1: zai-org/Open-AutoGLM
   ⭐ 11,824 | 🍴 1,893
   An open phone agent model and framework unlocking AI for everyone.

2. mistralai/mistral-vibe
   #2: mistralai/mistral-vibe
   ⭐ 1,795 | 🍴 116
   Minimal CLI coding agent by Mistral.

3. HKUDS/Paper2Slides
   #3: HKUDS/Paper2Slides
   ⭐ 1,662 | 🍴 206
   Convert academic papers into presentation slides with one click.

4. byJoey/ech-wk
   #4: byJoey/ech-wk
   ⭐ 1,091 | 🍴 630
   A minimal CLI coding agent.

5. PastKing/tgbot-verify
   #5: PastKing/tgbot-verify
   ⭐ 934 | 🍴 394
   A Telegram Bot for automating student/teacher identity verification.

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🌟 Pulse Summary

Today's pulse covers a wide range of topics, from foundational AI engineering concepts to practical applications like multimodal search and AI integration into existing software. Canada's tech scene is highlighted with news on Rust adoption and leadership changes in notable startups. GitHub repositories showcase innovative projects like open phone agents and minimal coding tools, while the AI landscape sees OpenAI's GPT-5.2 release and Google's advancements in Gemini and AI tools. The tech world is buzzing with activity, driven by innovation and strategic moves.