A close-up portrait of a man with a salt-and-pepper beard wearing a white collared shirt against a textured beige background.
A close-up portrait of a man with a salt-and-pepper beard wearing a white collared shirt against a textured beige background.

I build Giant Context.

An autonomous marketing platform, built and run by one person

Read the latestStart At The Beginning

About Giant Context

A real site the platform designed, wrote, and published on its own.

A screenshot of a software landing page with a dark purple and blue gradient background and white text.
A website landing page featuring a dark color palette, sans-serif typography, and a call-to-action button.

Latest writing

New field notes from the build, as they land

Cutting the homepage from 5.7MB to 217KB

#Signature
#Architecture
#Testing

Ten days of frontend performance work on the public site, including the four hypotheses that turned out to be wrong. Images were served raw because a ...

Jesse James Richard

|

Sep 1, 2026
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Compute gets cheaper per request at scale

#Architecture
#AI & Agents

I price Giant Context at $25 per million tokens and had no defensible answer to what it costs to serve a thousand customers. Four of the five cost cla...

Jesse James Richard

|

Aug 30, 2026
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Removing the test cache halved CI time

#Testing
#CI/CD
#Signature

The test cache made the suite fast by replaying old results instead of running the tests. Deleting it was correct and it made everything slower. Then ...

Jesse James Richard

|

Aug 29, 2026
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The build in milestones

Nine months, one platform, one person. Every turn that mattered.

Jan 2, 2026

The business case for Giant Context

Where the series begins, and the market one autonomous platform opens.

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Jan 8, 2026

Building analytics in week two

One event contract and one table, built before there was a product to measure.

Jan 11, 2026

Building the page editor first

Foundation before features. A typed tree of sections, columns and blocks.

Mar 1, 2026

API keys, the SDK, and MCP from one spec

One specification becomes the console's client, a developer SDK and an agent's toolbox.

Mar 3, 2026

A single prompt cannot build a website

The agentic pipeline begins. Stages in sequence, not one prompt.

Mar 30, 2026

My errors come with fixes attached

Production errors arrive already diagnosed, with a fix attached.

May 1, 2026

Email without campaigns or segments

Marketing email decided one recipient at a time, no campaigns.

May 11, 2026

A website chat that only answers from published content

A public chat grounded in the site's own knowledge, safe to ship.

May 19, 2026

Turning uploaded files into retrievable context

The system learns a business from the files it hands over.

May 29, 2026

Deleting 20,000 lines of rules from the builder

The pivot. Twenty thousand lines deleted, the model left to reason.

Jul 6, 2026

Automating multichannel marketing

The product. One mind runs web, mail, and social from one grounding.

Jul 21, 2026

Reading an SDK to write its docs

A model reads a real SDK and writes the documentation it never had.

Aug 3, 2026

What one person actually built

The census. 505 operations, one integrated platform, one person.

Aug 30, 2026

Compute gets cheaper per request at scale

Little's Law, a closed form, and thirty days of real usage against it.

About me

Jesse Richard

Jesse Richard

I'm Jesse James Richard. Twenty years building software from the first line of code taught me the engineering only counts when it opens a market. Now I'm building Giant Context on my own, one architect directing a crew of AI agents, writing down how as I go. I live in Canada with my family, play more hockey than I should, and read more than anyone thinks is reasonable.

Building something like this

I'm Jesse. I build platforms end to end, and I'm open to work. If this is the kind of engineering you need, get in touch.

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