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Breeze TTS 2??? Open-Source Real-Time Text-to-Speech Model | Notebooks
20+ hour, 52+ min ago (82+ words) Breeze TTS 2 — Open-Source Real-Time Text-to-Speech Model HyperAI Breeze TTS 2 — Open-Source Real-Time Text-to-Speech Model Build AI with AI From idea to launch — accelerate your AI development with free AI co-coding, out-of-the-box environment and best price of GPUs. What can I help…...
Construí un Agente de pentesting que aprende de sus errores: OIHK PENTESTING
47+ min ago (386+ words) Hace unas semanas publiqué la primera versión de OIHK-pentesting: un motor multi-agente que corre pentests autorizados con un planificador LLM, donde la frontera de seguridad vive en el motor, no en el "buen comportamiento" del modelo. Desde entonces reconstruí la…...
Breaking CI Guards on Purpose to Prove They Can Fail
1+ hour, 1+ min ago (1771+ words) Code: Megapixel99/canfail A CI guard that has never failed may be incapable of failing. A lint rule disabled by a config merge, a type check whose glob stopped matching, a schema validation step pointed at the wrong directory, a security…...
Cloudflare zone security checklist: 12 read-only checks, one curl each
35+ min ago (422+ words) Originally published at guushu.com/notes. I keep the original updated, so this copy may lag. By hand it takes about ten minutes per zone. Fine for one zone. The last section is about what happens with more. Set these…...
Cómo darle memoria semántica a un agente de IA sin base de datos vectorial
56+ min ago (749+ words) Puedes darle a un agente de IA serverless una memoria durable y basada en significado usando búsqueda... Tagged with aws, ai, python, agents....
NVIDIA Releases Nemotron 3 Diarization: A 100M-Parameter Open-Weight Model That Tracks 8 Speakers in Real Time
9+ hour, 45+ min ago (676+ words) NVIDIA has released Nemotron 3 Diarization, an open-weight speaker diarization model on Hugging Face. It answers one question about any conversation: who spoke when. The 100M-parameter model tracks up to 8 speakers, including when voices overlap. One checkpoint handles both offline recordings…...
We Built a CLI to Find Out If You’re Overpaying for Claude
1+ hour, 24+ min ago (1389+ words) Hi, I’m Maia. I’m one of three developers behind PennyWyze, an open-source CLI that audits which Claude tier—Opus, Sonnet, or Haiku—is the cheapest one that still passes your quality bar. You point it at your production prompt and…...
MCP or CLI? Choose by Who Controls the Workflow
1+ hour, 38+ min ago (566+ words) Suppose a tool can publish a built site. Should it offer a command line interface, an MCP server, or both? The tempting answer is “MCP for AI, CLI for humans.” That is too simple: agents can run commands, and people…...
Why Detecting AI-Generated Text Is Harder Than You Think (And What I Built Anyway)
1+ hour, 37+ min ago (201+ words) Every "AI detector" landing page promises 99% accuracy. Then you paste in a paragraph you actually wrote yourself and it flags you as ChatGPT. I kept seeing this in the wild — students wrongly accused, editors discarding human copy, and a pile…...
What I learned auditing an open-source AI-memory SDK (and the bug I found in it)
1+ hour, 39+ min ago (511+ words) Most chatbots forget everything the moment a conversation ends. I spent a few days digging into an open-source project (MemWal / Walrus Memory) that tries to fix that — persistent, cross-session memory for AI agents — and ended up doing a full security…...