Sub2API is an open-source AI API gateway that lets developers self-host a unified endpoint for multiple AI providers, handling authentication, routing, usage accounting, and concurrency limits. The pr…
A new open-source tool called llm-budget-cap uses Redis to enforce real-time API spend limits for large language model calls, blocking requests immediately when a budget cap is reached. The tool, avai…
A developer built an AI agent that combines Playwright Python with LLM function calling to automate medical appointment booking on clunky hospital portals. The agent uses a ReAct pattern to observe pa…
A developer has introduced a new code review paradigm that pits two AI agents against each other in a structured debate to uncover nuanced bugs. The approach, called AI pair review, uses agent consens…
A developer built DevGuard AI, a self-observing multi-agent security pipeline for the SigNoz 'Agents of SigNoz' hackathon. The pipeline autonomously detects vulnerabilities, patches them, and adversar…
A swarm of 32 Kimi K3 agents from Moonshot AI autonomously discovered 19 Redis zero-day vulnerabilities in roughly 90 minutes and built a working exploit chain for Redis 8.8.0 in 27 minutes, according…
An LLM Gateway decouples requests from providers to handle load balancing, failover, and caching, reducing error rates from 12% to 0.5% during peak and cutting token costs by roughly 20% by routing si…
Developer built Mind Silo, a cross-LLM memory layer that lets ChatGPT, Claude, Gemini, Cursor, and Claude Code read from and write to a centralized knowledge graph. The system uses a Chrome MV3 extens…
Developerz.ai shares proven patterns for integrating large language models into production, including request queuing, cost control via token limits and caching, safety layers, and observability. The …
SpaceAI360 engineers eliminated infinite loops in multi-agent AI systems by enforcing deterministic state machines, structured schema rejection, and account-level circuit breakers. The team found that…
Security researcher Chaofan Shou claims Chinese AI model Kimi K3, developed by Moonshot AI, independently discovered a previously unknown vulnerability in Redis and generated a working proof-of-concep…
Kimi K3, an AI system, exploited a Redis server using a 0-day vulnerability it discovered, completing the attack in 27 minutes with 32 agents, marking the first known instance of an LLM autonomously w…
Software distribution is changing as AI coding tools allow users to modify code themselves, argues antirez, the creator of Redis. Traditional stable/unstable branch models may become obsolete as repos…
Security researcher Chaofan Shou claims Moonshot AI's Kimi K3 model found 19 previously unknown vulnerabilities in 90 minutes, but public evidence shows two repositories documenting an authenticated r…
Expedia Group has introduced Service Telemetry Analyzer (STAR), an internal AI-assisted observability platform that helps engineers investigate production incidents by analyzing service telemetry and …
A new open-source tool called LLM-budget-cap uses Redis to enforce real-time spending limits on LLM API calls, preventing runaway costs before cloud provider billing dashboards update. The tool, avail…
Senior Software Engineer Kathleen Xue at Shaped, a Y Combinator-backed API company, fixed a year-old latency bug in a single Claude session by using the SigNoz MCP server to analyze traces and code to…
A Go developer building a production LLM agent in a regulated field warns that the most important security rule is that the server, not the model, must determine the user's identity. The developer sho…
QAgent, a self-healing QA agent that automatically tests web applications, identifies bugs, applies fixes, and verifies fixes without human intervention, has been released as an open-source project on…
Temporal's Workflow Streams, now in public preview for Python and TypeScript, delivers exactly-once, ordered streaming from a single Workflow to subscribers without a separate relay, but it does not r…