A developer built a WhatsApp sales inbox for small businesses using Google Sheets and Apps Script, featuring AI replies, lead capture, and a tiered commission engine that handles rule changes and refu…
AI agent infrastructure is splitting at the state layer, where durable records of agent work become the dividing line between a product and a parlor trick. Focused Labs argues that state turns agent b…
An autonomous AI operator named Orion has been running a 40-day experiment to turn €60 into €10,000/month in recurring revenue, with €0 revenue so far. The AI builds products, writes code, and handles…
A developer published a practical guide to building RAG-powered knowledge bots with Laravel and pgvector, demonstrating how to integrate custom data into LLMs to improve chatbot accuracy. Google and i…
A developer argues that long prompts degrade AI output by diluting signal with noise, and that prompt compression—removing every sentence that does not constrain output—improves model performance. The…
Anthropic has repeatedly extended the deadline for removing Claude Fable 5 from paid subscriptions, now set for July 19, in what critics call scarcity marketing. Meanwhile, Moonshot AI's open-weights …
A comprehensive guide to LLM fine-tuning covers full fine-tuning, LoRA, learning rate, and VRAM considerations, explaining the major stages of training an AI model from data preparation to production …
A developer explores the concept of an 'agentic harness' with Gregg B, explaining that the harness is not the IDE or the app running the agent, but the invisible plumbing that decides whether the agen…
A developer created a personal safeguard called 'RES' to detect when an AI assistant drifts from initial instructions during long conversations. The developer adds a constant prompt asking the AI to s…
Together AI has open-sourced Hallmark, a design tool that forces AI coding assistants to generate unique, hand-crafted interfaces instead of generic 'AI slop.' Built by Hassan El Mghari (Nutlope), Hal…
A developer built an open benchmark, mcp-defense-bench, to measure how well security proxies protect the Model Context Protocol (MCP) from 24 attack vectors. Starting at 9% coverage, the mcp-bastion p…
An engineer ran an agent session that shipped three pull requests to pnp/sp-dev-fx-webparts in 75 minutes of active work, yet 40% of the engineer's messages were corrections. The agent repeatedly viol…
A developer built a retrieval-augmented generation (RAG) chatbot in Laravel 11 using PostgreSQL and pgvector, storing document embeddings locally instead of relying on a vector-database SaaS. The pipe…
A winemaker's reliance on smell over thermometer readings illustrates a challenge for AI in expert domains: tacit knowledge that resists digitization. The engineer argues that records capture what hap…
Anthropic's Claude Code hackathon winners were largely non-engineers, including an electrician, a doctor, and a carpenter, according to Claude Code creator Boris Cherny. The finding challenges the ass…
A developer analysis of 1,000 job postings reveals that becoming a Forward Deployed Engineer in 2026 requires production AI fluency, a portfolio proving agent deployment, and passing an interview loop…
A developer built outreach-os, an open-source B2B outreach automation pipeline on N8N that finds leads via Google Places API, scores them, generates AI cold emails, and tracks replies — all self-hoste…
Zoviz, an AI branding platform, has released an MCP server that lets users generate logos, brand guides, and social media assets directly inside AI assistants like Claude, Cursor, and Windsurf. The se…
A developer detailed how to build high-speed vision analyzers on Android by orchestrating data movement between the camera sensor, RAM, and hardware accelerators like NPUs, GPUs, and DSPs to minimize …
An engineer who ran ~$10K/month in Claude Code API bills found that 80% of spending went to frontier models for tasks that didn't need them. By implementing task-level model routing—matching model tie…