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Latest Articles
Enhancing Concurrent DevOps Tool Resilience: Addressing Data Communication Challenges in GitHub Work
9+ min ago (949+ words) Building a concurrent DevOps tool to automate GitHub workflow triggers is no small feat. The core challenge lies in reliable data communication between tasks, especially when dealing with crashes and network errors. My journey in developing such a tool revealed…...
Thinking Machines Releases Inkling, Its First Open AI Model
7+ hour, 6+ min ago (639+ words) Thinking Machines Lab has introduced its first publicly available AI model, named Inkling. This impressive system boasts 975 billion parameters and has been trained to understand text, video, and audio. It stands out as one of the most ambitious open-source AI…...
Quantization vs Distillation
15+ min ago (406+ words) 📺 Prefer to watch? 90-second YouTube Short · 💬 Telegram Your model works. It's just too big to ship. You have two standard paths to shrink it — and they are nothing alike. Quantization takes your trained model and re-encodes its weights at lower…...
Nodlyn — Visual Workflow Automation with Native Industrial and IoT Protocol Discovery
10+ min ago (239+ words) Hi dev.to, I've been building Nodlyn, a visual workflow builder with one specific obsession: it auto-discovers devices — industrial PLCs, smart home gadgets, whatever's on the network — and lets you wire them into automations without knowing the protocol underneath. The…...
1,377 frames in, 60 out, and none of them knew what time it was
29+ min ago (475+ words) A user opened an issue on my open-source video tool last week that named a gap I had been shipping around for months. He runs lectures through crv so an LLM can read them. One 22-minute lecture: 1,377 candidate frames extracted,…...
One Cache Miss, Fifty Database Calls
20+ min ago (295+ words) So I built a small demo to catch it in the act. One minimal API, two endpoints, same fake database. The fake database counts every call and takes ~200 ms, like a real query under load. The app starts itself on…...
MCP in enterprise: access control and audit logging
27+ min ago (857+ words) Ship an MCP server at a company with compliance requirements and you will hit the same wall every team hits: the protocol connects your AI agent to tools beautifully, and it gives you almost nothing to control what that agent…...
agent-bom discover gcp — ClawHub
5+ hour, 17+ min ago (111+ words) Discover GCP-hosted AI agent and MCP-relevant assets from the operator's environment, emit canonical agent-bom inventory JSON, and scan it without giving agent-bom long-lived GCP credentials. Use when a user asks to inventory Vertex AI, Cloud Run, Cloud Functions, GKE, or…...
New report alleges it took a week for OpenAI to realize a prototype had gone rogue and hacked another company
25+ min ago (300+ words) A new report from Reuters alleges that it took an alarmingly long time for OpenAI to respond to one of its prototype AI agents—programs with the ability to act independently of specific prompts—breaking containment and hacking another company....
How to Add Text, Image, and Video Models to One App With the GPTProto API Platform
2+ hour, 42+ min ago (788+ words) Concept Phones Discover more Communications Equipment mobile Company News Very few products set out to juggle three separate AI vendors. It usually happens gradually: a chatbot ships first, built on whatever text model made sense at launch. A few months…...