Fundi Serame

The best programmers don't write code anymore. They write a spec. A test. An eval. T Then they turn the AI on and walk away for hours. It runs. It ships. They review. Evals are the unlock most devs are sleeping on. Here's how top agent teams build them right.

In 2019, MIT professor Patrick Winston gave a legendary 1-hour lecture called “How to Speak.” It has 18M+ views for a reason. His frameworks: • Your ideas are like your children • The 5-minute rule for job talks • Why jokes fail at the start 15 lessons on communication:

I asked Claude to build my daughter an app that plugs into our piano, can read live key strokes, can show her sheet notes and key view and ends with a Guitar Hero style game. All while giving progressively harder songs. Today she’s using It and crushing It.

this!

Singapore Ministry of Law has released the Singapore Guide for Using Generative AI in the Legal Sector, a practical framework aimed at supporting the responsible adoption of GenAI in legal practice. The Guide highlights several key principles for legal professionals and institutions integrating AI into their work. It emphasizes on governance and accountability in the use of GenAI within legal practice Making it clear that while GenAI can assist in legal tasks such as drafting, research, and document review, the ultimate responsibility for legal work remains with the legal professional. Legal professionals are cautioned against inputting confidential or privileged information into public or unsecured GenAI systems without adequate safeguards. It recommends that organisations and/or law firms develop internal policies, train staff on AI literacy, and establish clear workflows for responsible GenAI use. The Guide encourages law firms to assess their needs, conduct due diligence on AI vendors, and implement tools in a controlled and monitored manner. This step-by-step approach helps reduce risks associated with premature or unregulated adoption. It also promotes continuous monitoring and review as an essential component of responsible GenAI use While the Guide reflects the realities of a highly developed legal ecosystem, it offers useful lessons for emerging digital markets. As AI adoption continues to grow across Africa, there is an increasing need for practical frameworks that support responsible use within the legal profession. Link - mlaw.gov.sg/files/Guide_fo…

Isaiah 60:1

BREAKING: Anthropic just open-sourced their entire playbook for building production AI agents. It's called Agent Skills for Context Engineering and it's what their engineers actually use. - Context fundamentals & degradation patterns - Multi-agent architectures - Memory systems design - Tool design principles - Evaluation frameworks MIT licensed. 100% Opensource.

@Suryanshti777 AGENTS

Breaking🚨 It took me 100 hours to find this AI agent masterclass from Google You’re getting it in 10 seconds. Inside the 60-page guide: • How AI agents actually work • Startup-ready architectures • Tool use, memory, and planning • Real build examples This is the exact blueprint startups use. Follow + Like + RT Comment “AGENTS” and I’ll send it.

Instead of watching a movie, learn claude in 60 minutes

🚨 AGENTS COMPANION: A NEW WHITEPAPER BY GOOGLE Get the 76-Page PDF:

@lindavivah Thanks for this simple explanation.

Walk with me in Central Park while we talk about the difference between an ML Engineer and an AI Engineer (while my youngest naps 😂👶🍃)

The difference between a PhD and a Masters

It was a very good meeting indeed. India is making immense strides in the world of AI. We invite the world to invest in our talented youth and add vigour to this sector. @OpenAI

“Do not try to do everything. Do one thing well.” - Steve Jobs

Children in China are learning through a math Game challenge. This game is like a tug of war competition.

Silent battles, divine victories.

"And Still I Rise" by Maya Angelou