Ngrok published an interactive guide on August 11 linking LLM prediction to compression, showing how prediction quality determines the bits needed to encode data. Written by developer educator Annie S…
A developer has built a WhatsApp-to-Discord message forwarder that integrates with the go-whatsapp-web-multidevice (GOWA) REST API. The tool filters messages from a specific WhatsApp chat, resolves se…
Corgi Cafe, a 24/7 coffee shop opened by AI-native insurance startup Corgi at 74 Great Eastern Street in Shoreditch on August 8, aims to serve 'very ambitious people' with free WiFi and no minimum spe…
A developer bootstrapped an API business on a single RTX 3060 Ti with zero budget, hosting a 7B parameter LLM locally to power endpoints that convert plain English into regex, SQL, commit messages, an…
Microsoft's Dev Tunnels service provides a free, built-in alternative to ngrok for exposing localhost to the internet, available directly in Visual Studio, VS Code, and via CLI. The service creates te…
A guide details how to build a WhatsApp AI agent using Google's Gemini API, with the author using Gemini as a pair-programmer to write the integration code. The architecture relies on Meta's WhatsApp …
A Hacker News user questioned whether ngrok's AI gateway is a substantive product or merely a LiteLLM wrapper and translation layer for OpenAI requests, suggesting the company may have launched it to …
Telnyx released a 104-line Python app called the AI Phone Story Hotline that lets callers dial a phone number, pick a genre, and hear an AI-generated interactive story that adapts to their choices in …
A developer built a hotel concierge line using Telnyx Voice, SMS, and Slack, combining Python Flask with Telnyx AI Inference to classify guest requests into categories like room service, housekeeping,…
Telnyx released a Python example that builds a fax-to-JSON pipeline using Flask and Telnyx AI Inference. The app receives fax events via webhooks, extracts structured data from document text using an …
Telnyx launched an AI content translator that transcribes audio via speech-to-text, translates using an LLM, and generates translated audio with text-to-speech. The tool returns translated audio and a…
Telnyx launched a Conversational Workflow for auto insurance claim intake that uses structured branches and backend tool calls instead of a single large prompt. The workflow collects caller, policy, v…
Telnyx launched a Provisional Agents pattern that combines a reusable AI Assistant with runtime business instructions selected by the called phone number, enabling business-specific voice agents on a …
Prompt caching, which stores key-value pairs from earlier tokens to avoid recomputation during LLM inference, is a critical optimization for agent applications, with security concerns being largely ma…
A developer building email-agent webhooks found that localhost endpoints fail because the platform requires a public HTTPS URL for verification. The solution uses a trial domain from Nylas and an HTTP…
Developer lucasepe built kctx, a read-only Kubernetes context engine designed to provide structured operational facts for humans, scripts, and AI agents. The tool compiles live cluster state into comp…
P2claw launches a peer-to-peer app delivery platform that uses WebRTC and NAT punchthrough to connect browsers directly to self-hosted servers, eliminating the need for relay infrastructure. The servi…
A developer proposes replacing traditional web frontends with Telegram groups as a cheaper, simpler alternative for hobby projects. The approach uses a single Telegram bot as an API gateway, routing m…
The article describes the development of CTRL NODE, a browser-based control plane that enables remote management of local AI agents through an outbound-only WebSocket bridge. The Bridge is a lightweig…
Creation of a GitHub bot that uses a local large language model (LLM) via Ollama to automatically review pull requests. When a PR is opened, the bot receives a webhook, retrieves the code diff using G…