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.
AllCode Introspect
Some articles describing the thoughts about our work from the team at AllCode.
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,...
AWS Think Big for Small Business Program
At the time of writing, AllCode recently entered AWS’ Think Big for Small Business Program, granting us better reach in the public sector. This article is meant to review what that means for our potential clients and how they can benefit from working with partners of the Think Big for Small Business Program.
How to Write a Hardhat NFT Smart Contract for Polygon
This guide will show you the ropes of working with HardHat, a widely-used framework for creating smart contracts. We’ll learn how to construct a powerful NFT project that can transform any data type into an NFT. We will also cover the basics of the Hardhat framework for creating, testing, and deploying smart contracts. You should also be familiar with public and private keys, and ideally have some experience with Metamask. Knowledge of Solidity, Javascript, and Node.js is also highly desirable.
How-to Give AWS Route 53 IAM access
Our how-to guides cover various topics in detail. Learn what you need to with AllCode.








