I build Giant Context.
An autonomous marketing platform, built and run by one person
Latest writing
New field notes from the build, as they land
Compute gets cheaper per request at scale
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...
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Aug 30, 2026Removing the test cache halved CI time
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, which...
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Aug 29, 2026Auditing an MCP server with an agent
I had tested the platform's agent tool surface the way anyone tests an API. Then an agent spent two days doing real editorial work through it and foun...
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Aug 28, 2026The build in milestones
Seven months, one platform, one person. Every turn that mattered.
The Business Case for Giant Context
Where the series begins, and the market one autonomous platform opens.
Analytics feeds the AI
The numbers a tenant sees are the same data the AI decides from.
A single prompt cannot build a website
The agentic builder begins. A chain of agents, not one prompt.
My errors come with fixes attached
Production errors arrive already diagnosed, with a fix attached.
Email without campaigns or segments
Marketing email decided one recipient at a time, no campaigns.
A website chat you can trust to answer
A public chat grounded in the site's own knowledge, safe to ship.
Files are how it perceives
The system learns a business from the files it hands over.
From rules to reasoning
The pivot. Twenty thousand lines deleted, the model left to reason.
Automating multichannel marketing
The product. One mind runs web, mail, and social from one grounding.
Turning a customer's API spec into a published docs site
A model reads a real SDK and writes the documentation it never had.
What one person actually built
The census. 474 operations, one integrated platform, one person.
About me
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.