kalys

@vitaliidodonov MRR

I just finished writing my most valuable PDF yet: "From Zero To Launch In 10 Days: How We Beat OpenAI on Producthunt + Got 1,000 signups + $4K MRR" (36 pages). I might charge for this in the future, but for now… Reply "MRR" and I’ll DM it to you for free (must follow)

Just published some updates to openguard. Phase 3 completed over weekend. Checkout here - npmjs.com/package/opengu…

Feedback and Contributions are welcome - github.com/p1kalys/opengu…

Guardrails are integral part while dealing with AI, but it is not managed properly. Every AI application rebuilds the same reliability layer repeatedly. I started a project to make that unnecessary. Checkout my new package - npmjs.com/package/opengu…

It's never late to start

How do you evaluate that you have built a good system? Follow these 4 steps: 1. Break system into components 2. Every component should have exclusive responsibilities 3. Technical detailing for each component 4. Each component is scalable, fault tolerant

The most useless feature ever built by @SlackHQ is split view. If you wonder how, just click on it on the desktop. Boom! half screen gone and empty. This is from my experience after fighting for 1 hr to get it back to normal. Not only features, change UX @SlackHQ

Ignore the competition, embrace the evolution

Starting the open source of this year contributing to @InsForge_dev Do checkout Insforge for seamless AI backend.

100-day streak done. Discipline rewarded with pizza 🍕 Appreciate the thoughtful gesture from @MatiksHQ. Onward to the next milestone.

Continuous learning is the only defensible moat.

why limit yourself to someone else's preference and curation? go build a db go build a web framework go write a file system go build an operating system go build a prog language go write a webserver go build an ORM go build an agent build whatever excites you you have all the resources in the world to build literally anything you want. why follow a roadmap!

But what scares me is his attention to other things too, just before the incident he said he is forgetting names of people he rarely sees and can't work more than 1 hr without distraction. I sense this as a serious problem with reels as I got to know other people like this.

At one point, he forgot what he was doing before. But I wonder how he was distracted. When I asked him about screen time, he was mostly scrolling reels in different apps. Good thing is he got out of the moment and started working on upskilling.

Today one of my friends shared how his low attention span helped him to get out of depression He is depressed with low appraisal at his work even after working Saturdays which they didn't compensate for. When a notification popped on his phone, he opened and went on to scroll.

After completing almost 2 years in Software industry, now I understand the proper use of 'I' and 'We' in group discussions will make you win in the company.

If loss functions tell an AI how wrong it is, activation functions tell it how alive it should be. They decide whether a neuron should “fire” or stay quiet - turning raw math into intelligent behavior. Let’s break them down, one by one. (¬‿¬)

How to scale a system to support a million users: • Keep web tier stateless • Build redundancy at every tier • Cache data as much as you can • Support multiple data centers • Host static assets in CDN • Scale data tier by sharding • Split tiers into individual services

Most people use neural networks. Few truly understand how they see, think, and learn. Let’s demystify it - from dense layers to convolutions, filters, strides, and latent spaces - in plain, intuitive language (¬‿¬) This is how AI actually works under the hood ↓

The rise of Hey