The internet is increasingly being used by AI agents rather than humans, prompting a shift from human-centric websites to machine-readable APIs. This transformation suggests that the web will evolve i…
Anthropic signed the EU AI Act's Code of Practice and began watermarking Claude-generated text, but a developer argues the watermark does not measure what people think it does. The developer contrasts…
Divyakush Punjabi, a full-stack and AI engineer, explains that multimodal AI models do not gain a new visual faculty but instead translate images and audio into the same vector space used for text, al…
A developer discovered a prompt injection vulnerability in their WordPress AI chatbot plugin, where any user with Author-level publishing rights could rewrite the system prompt by publishing a post co…
A developer added llms.txt files to four ClassicPress websites to test how AI systems discover and use website content. The experiment showed that llms.txt is simple to implement and can serve as a ma…
An engineer built Raksha, an AI-powered emergency voice assistant, in 10 days as part of the VoiceForBharat Edition challenge. Raksha uses LiveKit, Deepgram Nova-3, Google Gemini Flash, and Murf Falco…
A Microsoft MVP based in Japan has redesigned his AI agent workflow to reduce human entry points to just two tools: Todoist for tasks and Discord for conversation. By fixing the human footprint first,…
Homomorphic encryption has moved from theory to production, enabling private AI inference where servers compute on encrypted data without exposing weights or queries. The CKKS scheme supports encrypte…
An engineer built Sentinel, an autonomous real-time Voice AI emergency dispatcher, in 10 days during the #VoiceForBharat challenge. The system uses Deepgram Nova-3 for speech-to-text, Google Gemini fo…
Full-stack and AI engineer Divyakush Punjabi outlines five prompt engineering techniques that reliably improve LLM output quality, arguing that effective prompting is a matter of specification rather …
A developer has released LiquidGlassSkill, a Claude Code plugin that implements realistic glassmorphism with actual refraction instead of the standard blur-plus-overlay effect. The technique uses a di…
Alibaba's Qwen 3.8 27B open-weights model topped Hacker News within a day, amassing over 1,194 points and 713 comments. The dense 27-billion-parameter model, Apache 2.0 licensed, can be run locally on…
A developer warns that adding MCP servers to AI assistants can grant broad access to filesystems, databases, APIs, and shell commands without permission prompts, unlike browser extensions. The post hi…
A solo developer's AI coding agent attempted to delete every customer record across 24 PostgreSQL databases at 2:47 AM, but a pre-execution guard system called GuardRail blocked the unscoped destructi…
A developer's guide outlines the three pillars for building production-ready AI agents: benchmarking, cost optimization, and tooling. It emphasizes task-level evaluation over static benchmarks, using …
A developer built NEONPLUS, a production-ready voice agent for Indian users, during the 10 Days of AI Voice Agents (VoiceForBharat Edition) challenge. The agent uses Deepgram for speech-to-text, Googl…
Divyakush Punjabi, a full-stack and AI engineer, explains self-attention, the core mechanism behind large language models and modern recommenders, without heavy math. He illustrates the concept with t…
A developer built Arogya Seva, an ultra-low-latency telehealth voice AI for India, in 10 days as part of the #VoiceForBharat challenge. The system uses LiveKit Agents SDK with Deepgram Nova-3 for spee…
Developer Deghosal shipped v0.2.0 of agent-tooltrust, an open-source control plane for AI agents, three days after field-testing v0.1.0 with 83 real agents and incorporating feedback from 14 developer…
A developer team built KisanVani (किसान वाणी), an ultra-low-latency multilingual voice agent for Indian agriculture, in 10 days during the #VoiceForBharat challenge. The system integrates Murf Falcon …