Subraata Kumar

Tweet 10 (Call to action) Full documentation and daily progress: subraatakumar.com/180days/ Day 0 article: dev.to/subraatakumar/… #reactnative #buildinpublic #privacy #indiedev

I'll be sharing progress for 180 days. If you're interested in: • React Native architecture • privacy-first products • building in public • disciplined development Follow the journey.

I'm building a privacy-first mobile app in public for 180 days. No cloud. No tracking. No accounts. Everything stays on your device. It's called Offline Life Archive. Here’s the idea 🧵👇

Prompt engineering is dead. Anthropic recently released the real playbook for building AI agents that actually work. It’s a 30+ page deep dive called The Complete Guide to Building Skills for Claude and it quietly shifts the conversation from “prompt engineering” to real execution design. Here’s the big idea: A Skill isn’t just a prompt. It’s a structured system. You package instructions inside a SKILL .md file, optionally add scripts, references, and assets, and teach Claude a repeatable workflow once instead of re-explaining it every chat. But the real unlock is something they call progressive disclosure. Instead of dumping everything into context: • A lightweight YAML frontmatter tells Claude when to use the skill • Full instructions load only when relevant • Extra files are accessed only if needed Less context bloat. More precision. They also introduce a powerful analogy: MCP gives Claude the kitchen. Skills give it the recipe. Without skills: users connect tools and don’t know what to do next. With skills: workflows trigger automatically, best practices are embedded, API calls become consistent. They outline 3 major patterns: 1) Document & asset creation 2) Workflow automation 3) MCP enhancement And they emphasize something most builders ignore: testing. Trigger accuracy. Tool call efficiency. Failure rate. Token usage. This isn’t about clever wording. It’s about designing an execution layer on top of LLMs. Skills work across Claude, Claude Code, and the API. Build once, deploy everywhere. The era of “just write a better prompt” is ending. Anthropic just handed everyone a blueprint for turning chat into infrastructure. Download the guide here: resources.anthropic.com/hubfs/The-Comp…

@pcshipp The market rewards relevance. Adapt fast or get replaced.

Every day we can update our self using Ai, we can't beat ai but we can more productive using Ai

SEO is dead SaaS is dead UI/UX is dead Testing is dead Backend is dead Frontend is dead Freelancing is dead Remote jobs are dead Freshers hiring is dead Software jobs are dead Web development is dead Only one thing is alive People who adapt fast

@pcshipp I can’t agree anymore.

@abhisheknaironx Well said

25k salary: - formal shirt and pants - formal shoes - mandatory ID card - mandatory hair and beard cut 50k salary: - wear whats comfortable - just complete your targets - good work ethics is non negotiable 2L salary: - just do your work and leave 5L Salary: ???

@Hartdrawss AGENCY

Comment “AGENCY” and I’ll DM you my complete workflow for scaling from $0 to $10,000/month — for free. I grew my agency from nothing to consistent revenue using one simple system: a clear offer, a tight delivery workflow, and AI-powered operations. This isn’t about luck. It’s about stacking the right processes. From setting up lead funnels → qualifying clients → writing PRDs → delivering MVPs → collecting testimonials → reinvesting into distribution… I followed the same repeatable system every single time. And this process works for almost any service business. With the exact workflow I use, you can: 🔥 Close clients even without a big portfolio 🔥 Deliver projects fast with a structured PRD → Design → Delivery pipeline 🔥 Build authority with content that compounds 🔥 Automate outreach, proposals, onboarding & delivery 🔥 Turn one client into three with a simple upsell + referral loop …without getting stuck on pricing, client expectations, or project chaos. The best part? This system removes 90% of the confusion around “how to get clients.” Offer → Outreach → Delivery → Testimonials → Scale. Simple, structured, and proven. If you’re still trying random tactics every week, this is your sign to switch. And to make it easier, I’ll share the exact step-by-step blueprint I used to go from $0 to $10k. Just comment “AGENCY” and I’ll send it to you for free.

@minchoi Excellent share

Apple just dropped SHARP This AI turns 1 photo into 3D in less than a second. Code repo below 👇 github.com/apple/ml-sharp

@Resorcinolworks This suddenly reminded me of someone

Just slap stealth startup on your resume.