Iโm excited to finally announce the newest edition my Stanford course ๐ง๐ต๐ฒ ๐ ๐ผ๐ฑ๐ฒ๐ฟ๐ป ๐ฆ๐ผ๐ณ๐๐๐ฎ๐ฟ๐ฒ ๐๐ฒ๐๐ฒ๐น๐ผ๐ฝ๐ฒ๐ฟ. It has been 9 months in the making.
Last November, with the release of Claude Opus 4.5, coding agents experienced a step function improvement in capability. We all felt it. The LLMs were more powerful, could reason for longer, solve harder tasks.
This yearโs iteration of my course reflects the 2026 metamorphosis of software engineering.
My core belief is simple: AI-native developers of the LLM era are going to become the most important members of any software organization. I have designed my course to train this next generation of engineers.
๐ช๐ต๐ฎ๐โ๐ ๐ฑ๐ถ๐ณ๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ ๐๐ต๐ถ๐ ๐๐ถ๐บ๐ฒ ๐ฎ๐ฟ๐ผ๐๐ป๐ฑ
First, 85% of my Fall 2025 class material is being thrown out.ย The Fall 2026 syllabus reflects the core capabilities AI-native engineers must have: agent skills, advanced context engineering, MCP portals, agent-ready codebase principles, agentic code review, security, parallelizing background agents, software factories, and more.
Second, I am going to teach my students how to have software taste. Every student will be required to ship pull requests to production-grade, real-world codebases. The course is collaborating with the top open-source AI repos who will offer support and mentorship to students on how to meaningfully contribute to their projects.
This has never been done before in any university course so I am incredibly grateful to our OSS Partners:ย @browserbase, @HeyGen, @CopilotKit, @semgrep, @OpenHandsDev, @milvusio, @marimo_io, Pi, @crewAIInc, @warpdotdev, @vercel, @cmux, @arizeai, @UnslothAI, and @anyscalecompute.
๐ช๐ต๐ฎ๐โ๐ ๐๐๐ฎ๐๐ถ๐ป๐ด ๐๐ต๐ฒ ๐๐ฎ๐บ๐ฒ
Iโm fortunate to again have AI software engineering leaders and founders as guest speakers to share their learnings from building top coding agent products. Thank you to @leerob from @cursor_ai, @bcherny of @claudeai code, @EnoReyes of @FactoryAI, @silasalberti of @cognition, @0xine of @semgrep, Rajesh Bhatia of @Cloudflare , @amasad of @Replit, and @eladgil.
All resources will be available online. All classes will be available to the public.
9/22 on Stanford campus. See you in class.ย
https://t.co/wTokHyUMsz
Recently exploring a website called bananapatterns
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The website is so good, Definitely worth exploringโญ
Let me if you came across any other good website
There is lot of awesome features in the website and this is the one i was surprised
Total Watchlist RS Ranking, % of stocks above 50 ma and % above the 200 ma, within 10% of 52 week high
And specialized RRG chart for only your watchlist - view by stock,ind,subgroups
their Sector strength page is must visit page - image 4
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Adding this website to useful website in bio
One of the best recent podcasts on AI. Neil has a gift for explaining all of the jargon and insights simply.
(Iโm not involved, just found it unusually educational).
I automated my entire life using Claude.
My team of AI agents manages every business SOP, task, and workflow that I used to do manually.
Automate your entire life with Claude (copy me):
@DuttShekhar Probability of choosing correct answer is 25% but since it is twice so probability of choosing 25% as a random answer is 50%
Now choosing 50% has 25% probability. So answer is whatever is the probability of choosing 25% which is 50%.
@DuttShekhar Probability of choosing correct answer is 25% but since it is twice so probability of choosing 25% as a random answer is 50%
Now choosing 50% has 25% probability. So answer is whatever is the probability of choosing 25% which is 50%.
\\Google has released a stack of free AI tools that replace software people pay hundreds a year for. Here are 14 you don't want to miss:
โ Pomelli : paste your website URL, it reads your brand and generates on-brand social posts and ads.
โ Mixboard : AI moodboard that generates and edits images itself. Pinterest meets Canva.
โ Stitch : describe an interface, get clean UI plus the HTML, CSS, and Tailwind behind it
โ Opal : build a working AI app with no code, share it with a link
โ Gemini Notebook : feed it PDFs, videos, or notes, get summaries, mind maps, quizzes, and a podcast of your own material
โ Learn Your Way : turns any topic into a personalized lesson built around how you learn
โ Google AI Studio : free API key, 1M token context, test AI apps in seconds
โ Antigravity : Google's AI IDE. Plans across files, builds full apps
โ Jules : hand it a GitHub task, it writes the plan, the code, and opens
the PR
โ Gemini CLI : open-source AI in your terminal that reads your whole codebase
โ Code Wiki : point it at a repo, it writes the technical docs nobody wants to write
โ Gemini Code Assist : free AI code completion across VS Code, JetBrains, and GitHub
โ Firebase Studio : manage cloud and backend with AI doing the setup
โ Whisk : breaks an image into subject, scene, and style, blends them into concept art
All free. All from Google. Most people are still paying for tools that do less.
I know many Indians, including me, struggled with 1 thing
Not math, coding, problem-solving
Communication ๐ฃ๏ธ
It was my biggest weakness when I joined consulting.
If it is something you face, listen to this 1-hour on How to Speak
Share ๐ Bookmark
Every marathoner learns that sometimes bad miles are followed by good miles.
Too often, one thing goes wrong, we hit a rough patch, and we think it means all hope is lost.
You've got to keep the faith, realize that if you just stick it out, the winds can change.
quarterly reminder to use this prompt to get your AI writing to sound better:
No antithesis. No corrective negation. No paragraph pinning. No parataxis. No summary beats. No rhetorical crutches. No negative parallelisms. No negative anaphoras. No contrasting pairs. No rule of three. No em dashes. No throat-clearing openers. No landing sentences. No setup/payoff constructions. No parallel sentence structures within a paragraph. Vary sentence length unpredictably. No stacked noun phrases. No filler intensifiers (genuinely, really, truly, actually). No corporate-register verbs (leverage, underscore, reflect). No nominalization. No hedging qualifiers. Write for the spoken voice. No performed enthusiasm.
this is f*cking gold
How to build your first AI agent (Full guide)
if I had this a year ago, I would've shipped my first app in a day instead of 2 weeks
in the right hands, this changes everything: