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154 postsPreventing Regressions in Voice Agents with Testing Processes
Methods to incorporate audio recordings into the testing process to maintain voice agent performance.
My Agent Kept Writing Sleep Loops, So I Gave It a Better Primitive
A solution was developed for the issue of agents writing sleep loops.
SSH Security: Changing Port 22 and Port Forwarding
Enhancing SSH security involves changing port 22 and managing port forwarding. Find out more here.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comDesigning a Sound Management System That Survives Doze Mode
Details on designing a sound management system that works in Doze mode. Improving user experience with the Muffle app.
LangGraph Pipelines Can Succeed and Still Be Wrong
LangGraph pipelines can finish cleanly while routing decisions silently drift wrong. See why maker/checker divergence and state snapshots catch what standard monitoring misses.
Testing an AI Product Without Burning Credit: A Playwright Approach
Zephyr Cloud explains how it tests an AI course product built on The AI Platform by intercepting model calls while keeping the real UI and flow intact.
Innersource security advisories go GA
GitHub has made innersource security advisories generally available. This feature is a significant step in managing vulnerabilities more effectively.
Configuring Docker Macvlan and Ipvlan for Dedicated LAN IPs
Learn how to configure dedicated LAN IPs using Docker macvlan and ipvlan with step-by-step instructions.
Click Issues with Claude in Chrome and Their Solutions
Explore click issues with Claude in Chrome, their two main causes, and solutions to improve automation reliability.
The JDK's forgotten JMX protocol: A return to JMXMP
Information on the revival of the JMXMP protocol and its advantages for Java engineers.