Metering tells you how much your organization spent on AI. This week’s release closes the gap between spend and the person who drove it, measured at the Bedrock call itself.
Joel Garcia
Joel Garcia has been building AllCode since 2015. He’s an innovative, hands-on executive with a proven record of designing, developing, and operating Software-as-a-Service (SaaS), mobile, and desktop solutions. Joel has expertise in HealthTech, VoIP, and cloud-based solutions. Joel has experience scaling multiple start-ups for successful exits to IMS Health and Golden Gate Capital, as well as working at mature, industry-leading software companies. He’s held executive engineering positions in San Francisco at TidalWave, LittleCast, Self Health Network, LiveVox acquired by Golden Gate Capital, and Med-Vantage acquired by IMS Health.
Posts and articles by Joel Garcia
The AWS Bill Is Where Autonomous Agents Go to Die
An autonomous software factory has a failure mode that never trips an alarm: it quietly costs too much. Here is the week we spent making Nexus Factory cheap to run.
Nexus Proxy: Moving Sign-In Onto the Customer’s Own Proxy
Developers now sign in on their own proxy, in their own AWS account, never touching a page run by anyone else. One key per machine, minted and checked by the proxy itself, even when AllCode’s systems are unreachable.
Nexus Proxy: An Inline Governance Plane for AI Coding Agents on Bedrock
Coding agents are unmanaged clients making high-frequency calls to a frontier model. Nexus Proxy closes that gap: metering, redaction, and audit inline, with model calls staying in your own AWS account.
Nexus Factory: Multi-Agent Documentation for Legacy Codebases
Instead of one model holding a whole codebase in context, Nexus Factory decomposes the work and runs ~10 agents in parallel on AWS Bedrock AgentCore, with independent review before anything merges.
Building a Billing-Grade Usage-Metering Gateway for AI Model Traffic
Metering AI model traffic is easy to demo and hard to trust when it comes down to $$$$. This post is a look under the hood of nexus-proxy, which AllCode’s Nexus governance solution uses. Nexus Proxy is a usage-metering platform for AI model traffic, and the...
Hardening the Factory: A Week of Making Autonomous Software Delivery Boring
Nexus Factory is AllCode’s new autonomous software factory: you create a Jira ticket, associate a label, and a pipeline of AI agents plans, codes, reviews, and merges the change back as a pull request, with no human in the loop. When a system runs itself,...
AllCode Launches Nexus: Enterprise Governance for AI Coding Tools
SAN FRANCISCO, CA, September 10, 2026. AllCode, an AWS Advanced Consulting Partner, today announced the general availability of AllCode Nexus, an enterprise governance platform for AI coding tools, now live on AWS Marketplace. Nexus gives engineering organizations a...
How to Get a Free AI Assessment in 2026 (AWS Funded) | AllCode
Published: July 2026 | Updated: July 2026 How to Get a Free AI Assessment in 2026 (AWS Funded) Most AI consulting firms charge $100K-$300K for an AI readiness assessment. But AWS is quietly funding these assessments through their partner network - up to $30,000 per...
Deploying Claude Code in the Enterprise: It’s Harder Than You Think
Deploying Claude Code in the Enterprise: Why It's Harder Than You Think (And How to Do It Right) Claude Code is powerful. Give developers an AI pair programmer that can read codebases, write code, run commands, and iterate on solutions—and productivity soars. But...