Samarth Prashant Bankar retweeted
A Russian guy has discovered a method to learn anything ten times faster using AI! It involves NotebookLM, Gemini and Obsidian.
Samarth Prashant Bankar retweeted
The winner of an Anthropic hackathon open sourced his entire Claude Code setup. 68 subagents, 286 skills, 94 commands, MIT license
ECC turns Claude Code from one assistant into a full engineering team. It plans before it builds, writes the failing test first, then reviews its own work from a fresh context.
The agents, by job:
Planning. Turns a one-line request into a blueprint you approve before any code exists.
Review. Reads your diff in a clean context, with separate reviewers for Go, Python, TypeScript, Rust, Java and more.
Build repair. One resolver per toolchain, down to PyTorch and CUDA errors.
Security. An OWASP pass on your code, plus a scanner that audits your own agent config for injection risks.
Architecture. System design calls before they turn into migrations.
Domain work. Database queries, ML pipelines, end-to-end tests, docs.
The skills, by category:
Testing. tdd-workflow gates you from red to green, with eval-harness and verification-loop sitting on top of it.
Language packs. Idioms, testing and security for Python, Go, Rust, C++, Django, Laravel, Spring Boot, Next.js.
Context. search-first makes it read the docs before writing, iterative-retrieval keeps subagents from dragging your whole repo into the window.
Shipping. Docker, CI/CD, health checks, rollbacks, and migration patterns for Prisma, Drizzle and Django.
Work that is not code. Writing in your voice, market research with sources, pitch decks, slide decks.
Start with one plan and one rules pack. Installing all 286 skills at once is the fastest way to make it worse.
Samarth Prashant Bankar retweeted
Anthropic's CEO: "Coding is going away first. Then all of software engineering."
The 5% that survives? Systems thinking.
Not syntax. Not frameworks. Not which model is best this week.
Models. Harnesses. Loops. Self-improving agents.
The engineers who understand this stack will run circles around the ones still writing CRUD apps.
This is the full breakdown of the new AI stack ↓
Read this before you need it.
Samarth Prashant Bankar retweeted
SpaceX has just officially unveiled its AI1 satellite, the first generation of its AI satellite.
Overall Specs:
• 150 kW peak compute payload
• 120 kW average compute payload
• 70 kW per ton
• Compute provider interchangeable
Dimensions:
• Wingspan: 70 meters
• Deployed height: 20 meters
Thermal System:
• 110 m² deployable liquid radiator
• Redundant pumping loops
• Integrated micrometeoroid shielding
• Deployable liquid radiators
Solar Power System:
• 150 kW solar array
• 250 W/m²
• SpaceX-manufactured solar technology from Bastrop, Texas
Architecture:
• Centralized compute module
• Large deployable solar arrays
• Deployable liquid-radiator thermal management system
• AI-focused compute satellite design ("AI1 satellite")
Elon: "The AI satellite is much simpler than a Starlink satellite. The AI satellite is essentially a lot of solar cells, you still need some laser links, but you don't have all of the super complex antennas that you have on a Starlink satellite. The easier one to design for is the AI satellite. It's bigger. A lot of this is technology we've already made with the Starlink V3 satellites."
Watch @ElonMusk provide a technical update on SpaceX’s capability to manufacture, launch, and operate AI satellites at scale → spacexipo.com
Samarth Prashant Bankar retweeted
Instead of watching a 2-hour movie, watch this video break down how AI is about to reshape jobs, money, and power over the next decade.
Samarth Prashant Bankar retweeted
Computer science is gradually returning to the domain of physicists, mathematicians, and electrical engineers as large language models automate much of what we currently call software engineering.
The field’s center of gravity is shifting away from manual code writing and toward deeper theoretical thinking, mathematical insight, and systems-level reasoning.
Samarth Prashant Bankar retweeted
Empathy is a dangerous trait in a CEO, because to make a great product you have to put the product above the people.
Samarth Prashant Bankar retweeted
Claude Opus 4.6 & GPT Codex 5.3 out today, and OpenClaw recently. And I'm sure xAI/Grok & Google/Gemini will soon be out with more. What an exciting time to build stuff!
I'm walking around with a smile, happy & sleep-deprived 🤣
Next week, I'll come to SF/Bay Area for a few days/weeks/months to hang out & build some stuff ;-)
Looking to focus on programming, and contribute to good engineering teams. But occasionally socialize, in as much as my introvert brain allows.
2026 is going to be fun (and wild), LFG!
PS: I'm doing a deep-dive podcast on OpenClaw with its creator (@steipete) soon. Let me know if you have questions.
Samarth Prashant Bankar retweeted
New season of Cheeky Pint starts tomorrow! First up: @dwarkesh_sp and I sit down with @elonmusk to discuss space GPUs and much more.
Samarth Prashant Bankar retweeted
Instead of watching a movie, watch this 30-min masterclass on Claude Code from idea to MVP.
Samarth Prashant Bankar retweeted
I’ve seen Elon’s work ethic up close for years, so I can say this honestly. Almost every time I have met Elon, he has been working and grinding hard. The first time I met him was in San Francisco around 11pm. He had already spent the entire day working at Tesla and then went straight to Twitter headquarters. It was late, but he was still fully focused and working. Months later, in October, I visited him again. It was late evening on a weekend, and once again, he was working. No breaks, no downtime. He was even working on his birthday. Last month, when I met him again, it was a Sunday evening and he was deep into xAI work.
This has been consistent for years. Seven days a week. He is driven by a mission to make humanity multi planetary. He understands the urgency and believes we are running out of time. Even with all the money in the world, he does not take vacations, does not own a yacht, and does not live in some fancy mansion. He lives simply, loves his work, and stays extremely disciplined. So anyone saying he had time to party on an island is telling a blatant lie.
patterns i’ve noticed in top 1% ceos and leaders:
they think in systems, not events.
one decision is never isolated. they trace second and third order effects before acting.
they are builders at heart.
even if they don’t code or engineer anymore, they understand how things are made, where they break, and what “good” actually looks like.
they are unusually calm.
not passive. not slow. calm. pressure doesn’t hijack their thinking, which lets them make asymmetric decisions when others freeze.
they communicate with precision.
no motivational fog. no buzzwords. they reduce complexity without lying about it.
they invest in leverage early.
people, infrastructure, culture, tools. they don’t micromanage outputs; they design environments that produce them.
they separate ego from truth.
being wrong is information, not a threat. this alone compounds faster than almost any skill.
the biggest pattern:
they don’t confuse activity with progress.
they choose direction carefully,
then move with force.


























