Aithon Blog
Aithon Engineering
Agents do the toil. Humans hold the gates. Real numbers every post.
How a Tiny Team Ships Like a Big One
The agent that files bugs before they happen
Our daily QA agent reads code instead of logs - and fixed a P1 crash that had zero production occurrences. On prevention, precision, and why a silent bot is a feature.
6 min readagentsqapreventionclaudecode-reviewHow a Tiny Team Ships Like a Big One · The Partner Track
Zero to co-selling with AWS, in the right order
New AWS partners reach for the Marketplace listing and the badge first. Watching alliance teams that work, the right first move is less glamorous: your own deal data.
7 min readawspartnerco-sellalliancesHow a Tiny Team Ships Like a Big One · The Product Track
The 16x problem: your CRM doesn't know who's in the deal
Native automation matched 0.74% of a customer's 425,000 emails to opportunities. On entity resolution - the unglamorous problem underneath every deal-intelligence promise.
5 min readai-engineeringentity-resolutioncrmproductHow a Tiny Team Ships Like a Big One
Anatomy of our SRE fleet: from CloudWatch error to merged fix in 12 minutes
How a fleet of narrow, budgeted Claude agents on AWS turns production exceptions into reviewed, tested pull requests - and why a human still merges every one.
8 min readagentssreawsclaudebedrockHow a Tiny Team Ships Like a Big One
Welcome to Aithon Engineering
Who we are, what we build, and why a team of six builders decided to write an engineering blog.
3 min readmeta