Mar 25 · 4 min read · The Bug: Global State Corruption git-with-intent runs AI agents that interact with LLM providers. Each tenant registers their own custom providers — API keys, model configurations, cost metadata. The CustomProviderRegistry managed these registrations...
Join discussionMar 20 · 4 min read · import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; Simon Willison shared research on running Pydantic's Monty in WebAssembly. Monty is a minimal, secure Python interpreter written in Rust, designed specifically for safely executing...
Join discussion
Jan 19 · 5 min read · Running Windows applications on Linux can be challenging, particularly when the software depends on specific DLL files and .NET Framework runtimes. Different applications—games, office suites, or specialized tools—require different configurations, an...
Join discussion
Dec 28, 2025 · 2 min read · The Setup: The Digital Playpen Before touching a suspicious file, the "golden rule" is to never run it on a device you care about,. I used a Sandbox, which acts as a disposable, isolated digital playpen. This allowed me to observe the malware's worst...
Join discussionNov 17, 2025 · 2 min read · In Jira administration, snapshots and sandboxes are often confused. Both are useful — but they solve very different problems: Snapshots: Recover after something breaks. Sandboxes: Prevent issues before they reach production. Many teams rely on snapsh...
Join discussion
Nov 14, 2025 · 3 min read · When Jira runs smoothly, no one notices — but when a plugin update or configuration tweak breaks something, everyone feels it. Most Jira incidents don’t come from reckless admins — they come from well-intentioned changes that weren’t safely tested fi...
Join discussion
Nov 7, 2025 · 9 min read · 1. The Lightweight Journey of Virtualization Virtualization is not only the foundation of cloud computing but also a core pillar of modern AI infrastructure. From traditional Virtual Machines (VMs) to Containers, and now to MicroVMs, the direction of...
Join discussionOct 18, 2025 · 1 min read · Every fintech company dreams of scaling fast, but growth often brings chaos. More clients, more integrations, more complexity - and not enough structure. The key is to scale clarity, not headcount. By using API Astrolab to visualize every process, Sa...
Join discussionOct 18, 2025 · 1 min read · A great demo should not end when the call ends. It should guide the implementation that follows. When clients can see how data moves through your system, they instantly understand what to build and where to begin. That clarity carries over into onboa...
Join discussion
