Meta’s Muse Spark 1.3: a capable AI coder with rough edges
Muse Spark 1.3 offers strong coding performance at a competitive price, but sandbox restrictions and inconsistent skill handling slow the workflow.
Development
GitHub Copilot lets beginners juggle AI agents without the mess
Parallel agent sessions in the GitHub Copilot app isolate tasks, speed up workflows and reduce context-switching for new developers.
Superagent lets AI code agents work like real humans
A new Mac app gives AI coding assistants a real browser and iOS simulator to interact with, not just a chat window.
How tech promotions really work—and why your effort isn’t enough
A deep dive into the hidden rules that decide engineer promotions across Google, Meta, Amazon, and Microsoft.
Moving from Amazon WorkMail to Gmail? Here’s how one engineer did it
A developer who once ran Amazon WorkMail shares a step-by-step guide to exporting mailboxes and migrating to Google Workspace before the 2027 shutdown.
The wrong tool for the room: Why remote desktop apps fail in meeting spaces
Meetings stutter when teams default to remote desktop tools for room displays. Here’s why—and what actually works.
How AI security scans can flood you with false alarms
A developer shares a lesson learned the hard way: unchecked AI prompts in AppSec can overwhelm maintainers with irrelevant noise. Here’s how to set guardrails.
How websites secretly detect your browser extensions
A deep dive into the three techniques websites use to uncover your installed extensions—often without your knowledge.
When a scan becomes a permanent record of reality
A single warehouse scan may feel trivial, but the data it generates shapes inventory accuracy, cash tied up in stock, and even customer trust—if engineers treat it right.
Why your plugin loader might be breaking the spec without you knowing
A subtle JSON Schema mismatch in Agent Plugins 1.0.0 is causing silent failures across clients, raising concerns about spec compliance.