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Researchers have released Rzk, a proof assistant implementing a refinement of Riehl and Shulman's simplicial type theory (RSTT) for synthetic reasoning about ∞-categories. The tool translates RSTT proofs faithfully and c…
A developer outlines three approaches to programmatically summarize PDFs in 2026, from a custom map-reduce pipeline using PyPDF and OpenAI to a LangChain wrapper and a free no-code option like ChatPDF. The post emphasize…
Developer tools agency Althea Labs audited 20+ companies to measure how often AI models like ChatGPT, Gemini, and Perplexity cite them. The best-performing devtools company gets mentioned in 41% of AI answers in its cate…
A developer building WebDigitize, an AI-powered website generator for Nigerian small businesses using the Puck drag-and-drop editor, found that LLM outputs must be structurally valid, not just semantically good. To preve…
A developer building an AI chapter generator realized they didn't need vector embeddings or a RAG pipeline after all. The project required processing a full transcript in order, not retrieving relevant pieces, so a simpl…
A Joint-Embedding Predictive Architecture (JEPA) world model trained from scratch on Super Mario Bros, called LeMario, achieves strong short-horizon prediction and short-range visual goal seeking but fails on long-horizo…
A developer built an n8n workflow that automates LinkedIn post creation using Google Gemini for caption and hashtag generation and DALL·E for image generation, with optional approval gates and logging. The workflow handl…
A developer processing over 10,000 job listings daily with a RAG pipeline found that chunking strategy, embedding model choice, and cost control are critical for production stability. After testing fixed-size chunks, sem…
A new developer published an introductory article on neural networks aimed at beginners, explaining core concepts without requiring a mathematical background.
TypeWhisper 1.5, an open-source dictation and workflow tool for macOS and Windows, now supports system-wide dictation, file transcription, and unified workflows with on-device AI models or cloud APIs from Groq, OpenAI, a…
Google DeepMind CEO Demis Hassabis proposed creating an independent AI Standards Body modeled after FINRA to regulate frontier AI, responding to opaque government reviews of models like Anthropic's Mythos and OpenAI's GP…
JetBrains' Koog framework, combined with the Model Context Protocol (MCP) and Agent-to-Agent protocol (A2A), enables a three-layer architecture for building enterprise multi-agent systems on the JVM. Koog handles agent c…
A developer who tested AI API affiliate programs for 90 days found that recurring commission models significantly outperform one-time payouts, earning 5x more per referral over a year. The developer's small audience of ~…
A developer built an LLM evaluation framework from scratch in a weekend, only to find it became a maintenance nightmare six months later. The engineer advises teams to build domain-specific components like rubrics and da…
A developer outlines a production-ready pattern for building AI agents in Node.js, emphasizing iteration caps and OpenTelemetry-based tracing to make agent loops debuggable. The post notes that Node.js has become the def…
Thrad.ai deployed a multi-agent system using Strands Agents and Amazon Bedrock AgentCore that automates social intelligence from prospect discovery through personalized email generation, reducing lead research time from …
A developer outlines a practical workflow for transcribing audio to text using tools like OpenAI Whisper, emphasizing the value of text for searchability and LLM processing. The guide covers file preparation with ffmpeg,…
A developer outlines a practical workflow for transcribing audio to text, covering automated, manual, and hybrid methods. The workflow includes preprocessing audio with ffmpeg, running OpenAI Whisper locally, and exporti…
A developer team built db-mcp-gateway, a self-hosted MCP server that sits between AI agents and databases, eliminating the need for agents to hold credentials. The gateway authenticates via SSO, maps identity to YAML-def…
Loop engineering, a trend where developers design automated loops to prompt AI agents instead of writing prompts manually, has gained traction after Anthropic's Boris Cherny and OpenAI's Peter Steinberger endorsed it. Th…