Ten days inside Nexus Factory: autonomous LaunchDarkly dark launches guarded by real health signals, a new author-blind merge checker, and a long tail of dispatch and cold-start reliability fixes.
AllCode Introspect
Some articles describing the thoughts about our work from the team at AllCode.
An MCP Server the Assistant, Staff, and Customers Share
nexus-proxy now has an MCP server so Claude Code and other MCP clients can read and propose changes to a Nexus installation, while every approval still happens in a human’s browser.
Inside Nexus Factory: A Week of Shipping (Oct 20–23, 2026)
Thirteen commits, one public API, a cost fix on AWS Bedrock AgentCore, and four changes the factory shipped entirely to itself. Here’s what happened inside Nexus Factory this week.
Nexus: Software That Specifies, Plans, and Builds Itself
Nexus is AllCode’s product for specifying, planning, and building software with agents doing the work and people making the decisions. Here’s how it’s built.
Nexus Proxy: Attributing Every Bedrock Call to the Person Who Made It
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.
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...
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