BREAKING : Anthropic is working on @ mention support for Claude Cowork, where you will be able to trigger certain MCP capabilities. However, some placeholders are named as "MCP Apps" and "Imagine" widgets for SVGs and HTML components. This may be a reference to a solution
PROMPT ENGINEERING
-
Agent Memory: Transcript Replay vs Retrieval-Based Approaches
By
–
More context does not mean better agents. The current approach to agent memory is transcript replay, where you append every past interaction to the prompt. More history, more information, better decisions. The alternative is retrieval-based memory, where you store past
-
Remote coding via WhatsApp with AI, an incredible era
By
–
WEEEEEESH!!!! ĆEST EXACTEMENT CE QUE JE VEUX QUELLE EST CETTE SORCELLERIE !!!!!!
— Defend Intelligence (Anis Ayari) (@DFintelligence) 21 janvier 2026
QUELLE EPOQUEEEEEE !!!!!!!!!
Il code depuis WhatsApp en disant à son IA quoi faire à distance.
J’ai des frissons premier degré là.
J’adore la vie 😭😭😭😭!!!!!!! https://t.co/OwQ20Timvy pic.twitter.com/MSuEuE9k4rWEEEEEESH!!!! THAT'S EXACTLY WHAT I WANT WHAT IS THIS SORCERY!!!!! WHAT AN ERA!!!!!! He codes from WhatsApp by telling his AI what to do remotely. I have genuine chills right now. I love life!!!!!!
-
Opening a Conversation with Your Character AI
By
–
cracking open a convo with my Character (^-^)✌️ pic.twitter.com/JLZBXLHTkh
— Character.AI (@character_ai) 21 janvier 2026cracking open a convo with my Character (^-^)✌️
→ View original post on X — @character_ai, 2026-01-21 15:02 UTC
-
AI dominates WEF 2026: funding, tools, and human-centric innovation
By
–
Top stories in AI today: – AI takes center stage at WEF 2026
– Human-centric AI startup raises $480M
– Get better AI outputs using multiple choice
– LTX launches audio-to-video generation
– 4 new AI tools, community workflows, and more Read more: https://
therundown.ai/p/ai-takes-cen
ter-stage-at-davos
… -
Context Breakdown: The Hidden Challenge in AI Systems at Scale
By
–
Most AI systems don’t fail because of bad prompts.
They fail because context breaks at scale. If you’re building AI agents, LLM workflows, copilots, or automation, this is the layer that quietly decides whether your system is reliable or unpredictable. We’re hosting a 5-hour, -
Interview Question Predictor: 15 Questions with Answer Frameworks
By
–
5. Interview Question Predictor Prompt: "Job description: [paste JD]. Company: [e.g., Google, role: Data Scientist]. Generate 15 most likely interview questions: 5 technical
5 behavioral
5 company/role-specific For each: Why they ask it + suggested answer framework." -
Claude Code and AI Safety: Key Stories This Week
By
–
Top stories in AI today: – Claude Code rattles software stocks
– Ex-OpenAI policy lead’s AI safety nonprofit
– Optimize prompting with this Markdown strategy
– Anthropic’s Economic Index 2026
– 4 new AI tools, community workflows, and more Read more: https://
therundown.ai/p/claude-code-
sparks-selfware-era
… -
10 Gemini 4.0 Prompts to Build a Million Dollar Business
By
–
Gemini 4.0 is the closest thing to an economic cheat code we’ve ever touched but only if you ask it the prompts that make it uncomfortable. Here are 10 Powerful Gemini 4.0 prompts that will help you build a million dollar business (steal them):