I disappeared for a few months — not because I gave up, but because I went all in on building a real SaaS from scratch. This is not a post about motivation or AI magic. It’s about responsibility, trade-offs, silence, and the unglamorous reality of building software alone while balancing family, income, and belief. A reflection from the middle of the journey — not after success.

I disappeared for a few months — not because I gave up, but because I went all in on building a real SaaS from scratch. This is not a post about motivation or AI magic. It’s about responsibility, trade-offs, silence, and the unglamorous reality of building software alone while balancing family, income, and belief. A reflection from the middle of the journey — not after success.

I disappeared for a few months — not because I gave up, but because I went all in on building a real SaaS from scratch. This is not a post about motivation or AI magic. It’s about responsibility, trade-offs, silence, and the unglamorous reality of building software alone while balancing family, income, and belief. A reflection from the middle of the journey — not after success.

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There are AI model releases, and then there are AI workflow shifts — the kind that quietly reshape how engineers build, how operators work, and how productivity tools evolve. Anthropic’s Opus 4.5 falls squarely into the second category. It didn’t come wrapped in hype, theatrics, or grand marketing. It simply arrived — with state-of-the-art benchmark numbers, deep Chrome + Excel integrations, and a design philosophy that feels fundamentally different from the feature-chasing AI releases of the last two years.
Nov 26, 2025

There are AI model releases, and then there are AI workflow shifts — the kind that quietly reshape how engineers build, how operators work, and how productivity tools evolve. Anthropic’s Opus 4.5 falls squarely into the second category. It didn’t come wrapped in hype, theatrics, or grand marketing. It simply arrived — with state-of-the-art benchmark numbers, deep Chrome + Excel integrations, and a design philosophy that feels fundamentally different from the feature-chasing AI releases of the last two years.
Nov 26, 2025

There are AI model releases, and then there are AI workflow shifts — the kind that quietly reshape how engineers build, how operators work, and how productivity tools evolve. Anthropic’s Opus 4.5 falls squarely into the second category. It didn’t come wrapped in hype, theatrics, or grand marketing. It simply arrived — with state-of-the-art benchmark numbers, deep Chrome + Excel integrations, and a design philosophy that feels fundamentally different from the feature-chasing AI releases of the last two years.
Nov 26, 2025
Time doesn’t flow evenly—it arrives in bursts. The exponential distribution captures that rhythm, shaping how AI systems handle requests, failures, and waits. In this piece, BitByBharat explores the math behind it and the life lesson hidden inside: patience and probability often mean the same thing.
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Time doesn’t flow evenly—it arrives in bursts. The exponential distribution captures that rhythm, shaping how AI systems handle requests, failures, and waits. In this piece, BitByBharat explores the math behind it and the life lesson hidden inside: patience and probability often mean the same thing.
Oct 10, 2025

Time doesn’t flow evenly—it arrives in bursts. The exponential distribution captures that rhythm, shaping how AI systems handle requests, failures, and waits. In this piece, BitByBharat explores the math behind it and the life lesson hidden inside: patience and probability often mean the same thing.
Oct 10, 2025



















