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235 postsThe Silent Socket: A Gemini-TTS Batch That Hanged Indefinitely
A silent socket caused a batch process to hang indefinitely. The fix involved adding timeouts to detect stalls.
AsyncAPI Supply Chain Attack Delivers Miasma RAT via NPM
A supply chain attack on AsyncAPI has resulted in malicious npm packages delivering Miasma RAT. This incident reveals critical vulnerabilities.
Detecting Prompt Injection Attacks on Purpose-Specific LLM Agents
A new framework is proposed for detecting prompt injection attacks on purpose-specific LLM agents.
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.comLessons from Integrating an LLM Inside a Drag-and-Drop Editor
An overview of challenges and solutions faced when integrating an LLM into a drag-and-drop editor.
Trillion-Parameter RL Paper: Allowing the Model to Discover Workflows
The Ring-Zero paper explores a trillion-parameter RL model's ability to discover workflows autonomously.
A plugin can pass validation and still fail after install
Plugin validators check manifest compliance but do not ensure post-install functionality.
TypeScript Repo Where AI Agents Can't Break the Architecture
A TypeScript repo designed to prevent AI agents from breaking architecture. Ensures code quality through enforced rules.
Nova: Grow Your AI Collaborator
Nova provides a repository for developing an AI collaborator with persistent memory and contracts.
API Key Rotation Without Downtime: Patterns and Implementation
Explore two methods for zero-downtime API key rotation and their implementations. Essential insights for engineers.
The SSE Fragmentation Issue That Affected CareerPilot AI
Learn about the SSE stream issues and solutions encountered by CareerPilot AI.