saagar@xyz - ~
saagar@xyz:~$

Everyone can build now. That's exactly the problem.

The hard half was never the code. It's knowing what to build now, what's next, and what to cut, so you get a sellable product into a customer's hands instead of burning a year finding out nobody wanted it.

That's the call I make. I'm the technical advisor who tells you and your builders what to actually build. Founded and sold companies. Ran product inside venture-backed teams. Still shipping today.

How I make that call is one question: could you sell this tomorrow, and if not, what's the smallest version that changes the answer? Chunking, distribution-first, and the wallet test all fall out of it.

You'll always know what I'd do and why, even when it isn't the answer you wanted.

saagar@xyz:~$ cat who_this_is_for.txt

You've shipped software before, or you're about to. Either way you need direction, not only another pair of hands.

01

Founders stuck on what to build first: fifty ideas, no idea which one earns the first dollar.

02

Teams whose product is growing faster than its foundation can hold, and starting to feel the cracks.

03

Anyone who hired a builder or agency and realized they need someone senior to tell that builder what to do.

saagar@xyz:~$ cat worries.md

The worries I take off your plate

Every founder building a product carries the same five worries. Each one maps to a system I already run.

Worry 01

What's now, what's next, what's later?

Chunking. Whether you're starting from zero or already live, I sort the backlog into what ships now, what's next, and what waits, then let real customers help decide the order.

Worry 02

How do we actually get there?

The right build for your market. I map who you're actually building for, then sequence releases so each one fits that market a little better than the last.

Worry 03

What are we not seeing?

The trade-offs. Speed versus polish, scope versus proof, new features versus a foundation that holds. I make every cost explicit before we commit.

Worry 04

What stack, what tools?

I build with AI, but I inspect, scope, and audit it. Hybrid systems where AI runs the front end and calls solid backend tools underneath, not a wrapper on a chat model.

Worry 05

Will it actually sell?

The market test. I check the product against the specific people it's built for, not general interest, before we commit to the full build.

saagar@xyz:~$ cat offers.md

Three defined shapes

Every engagement starts by finding the first sellable step. Pick the shape that fits where you are right now.

the wedge
01

Sequencing Audit

  • scopefixed
  • duration1–2 weeks
  • formatasync + one call

You send the messy version — the backlog, the half-finished idea, the stalled roadmap. I come back with a chunked roadmap: what ships now, what's next, what's later, the first sellable step, and every trade-off written out clearly.

deliverable

Chunked roadmap · first sellable step · trade-offs written out

book_sequencing_audit
ongoing direction
02

Fractional Product Leader

  • scopemonthly retainer
  • cadenceagreed days / week
  • formatasync + weekly sync

You hired a builder or an agency, and now you need someone senior telling them what to actually build. I take the direction seat: set the roadmap, run chunking, keep your builders pointed at the right problem every sprint.

deliverable

Ongoing roadmap · builder direction · chunking cadence

discuss_retainer
hands-on build
03

Zero-to-One Build

  • scopescoped engagement
  • sequencedby chunking method
  • stackSwift · Node.js · AI

I find the sellable MVP, build it hands-on, and get it into customers' hands. Then I sequence growth with chunking — so zero-to-one and one-to-a-hundred are both owned by one person who built the foundation.

deliverable

Shipped product · chunked growth roadmap · clean handoff

discuss_scope
saagar@xyz:~$ ./chunking --explain

How I sequence a build so every release moves a number

It starts with one question, whether you're starting from zero or already have paying users: what ships now, what's next, and what's later? Chunking groups a new capability with the refinements that make the whole product better, all aimed at one number.

P1

Every chunk has to be sellable

The smallest version you can put in a customer's hand and charge for, whether it's release one or release ten. Not a prototype. Not a demo. A thing you can sell.

P2

Every release is a chunk, not a feature

One new capability grouped with two to four refinements to what already exists. Never a lone feature.

P3

Organized by result

Group work by the number it moves: retention, engagement, conversion, revenue. If it does not fit a result, it waits.

P4

Refine while you expand

Every chunk advances new ground and hardens old ground in the same release. Refinement is non-optional.

why it works

It stops you over-building before validation, because you ship a sellable core first. It also stops the foundation from rotting under a pile of features, because every chunk forces you to improve what exists.

how I actually run it
  • It will never be perfect. Get the core to 80% and launch.
  • Treat every release like a drip campaign: ship small, announce each time, let momentum build.
saagar@xyz:~$ ./chunking --example vertical-saas

Chunking in practice

Say you're building software for independent home-service businesses — landscapers, cleaners, contractors — who currently run scheduling and invoicing across texts, paper, and Venmo. Fifty things it could do. Build all of them and you ship in a year and learn nothing until the end. Chunking finds the first sellable step instead.

the MVP - the thing in your hand

A tool where a solo operator can schedule a job, send an invoice, and get paid online. Not multi-user. Not customizable. Just enough that one contractor drops the notebook and three separate apps, and gets paid days faster.

Chunk 1daily retention
New feature

Automatic day-before reminders to customers, cutting no-shows.

Improvements

Faster schedule load, a clearer day view, fixed the mobile calendar bug.

Outcome: the owner opens it every morning to run the day.
Chunk 2engagement

Customer history and job notes, so a repeat customer rebooks in two taps and past-job photos live in one place instead of a camera roll.

Outcome: the app becomes the record of the business, not just a calendar.
Chunk 3revenue

A paid tier — a second crew-member seat and automatic billing for recurring customers — with smoother onboarding built in.

Outcome: you're charging a real subscription, and owners upgrade because the tool now runs their whole operation.
saagar@xyz:~$ ./ways_to_work --list

Two ways in

I can build it myself, or guide the people already building it. Same judgment either way.

build

I take it from messy to shipping, then from live to scaled

You have an idea. I find the sellable MVP, build it, and get it into customers' hands. Once it's live, I harden it and sequence growth with chunking, so zero-to-one and one-to-a-hundred are both covered by one person.

advise

You get the person who tells the hands what to do

You have a team, or you hired someone, and it is not going where it should. I figure out what to build and what to cut, set direction, and keep builders pointed at the right thing.

saagar@xyz:~$ cat track_record.txt

I've lived every stage: founder side and operator side

I've run this from the founder chair and the operator chair, which is why I can tell you which play fits, not just the one I'd default to.

3
acquisitions across founder and operator roles
2023
TitanFlow acquired after zero paid acquisition
10+
years shipping production software
4
live builds right now: Kavi, ClipCutter, Blockhead Moto, Melagen Labs

TitanFlow, Harvestdate, CardSwapper, GitKraken, Trucker Path. see the full work

saagar@xyz:~$ ./start_project

Send me the messy version

Whatever you're building: the half-formed idea, the stalled roadmap, the thing your agency cannot get right. I'll tell you what ships now, what's next, what I'd cut, and how I'd chunk the rest.