Telnyx launched a Number Lookup API that returns carrier, line type, and portability data for any phone number in a single request, and released a Python Flask example with a 24-hour in-memory cache. …
A developer built a two-way synchronization system between the Hermes AI agent's persistent memory and Obsidian, enabling users to edit the agent's memory in a familiar markdown environment. The syste…
A technical guide demonstrates how to build a human-in-the-loop feedback RAG system that captures team corrections and retrieves them into LLM prompts. The pipeline covers modeling corrections as stru…
GitHub launched the Copilot desktop app to general availability on June 17, featuring parallel agent sessions in isolated git worktrees, a My Work dashboard for supervising multiple agents, and Agent …
DProvenanceKit, a Python port of the Swift library for execution provenance in AI systems, has been released. It provides reasoning observability and regression testing by turning each execution into …
AI is transforming data engineering by acting as a super compiler that translates natural language into executable code, potentially making traditional languages like SQL obsolete. The target language…
A Hacker News user argues that the current AI hype cycle is driven by narrative rather than substance, and suggests shifting the discourse toward determinism and traditional programming languages like…
Google's Gemini Omni Flash API enables conversational video editing through plain language prompts, allowing users to upload footage, analyze scenes, and generate edit instructions without traditional…
A developer built a Python Flask app that monitors Telnyx phone numbers, analyzes reputation risk using Telnyx AI Inference, and recommends whether to keep, rotate, or retire a number. The app scans u…
Telnyx released a Python Flask app that combines Number Lookup and AI Inference to enrich phone numbers and qualify leads. The app scores lead quality and recommends a follow-up channel (SMS or voice)…
A developer describes how the LLM revolution is reshaping their approach to personal projects, allowing them to tackle complex solutions beyond their expertise, particularly in frontend development. T…
A developer on the Mattrx platform replaced blind document chunking with the Open Knowledge Format (OKF) and a Context Engine, reducing hallucination rates from 18% to 3% and stale-answer rates from 1…
A developer created mcpgen, a tool that converts any OpenAPI specification into a ready-to-run MCP server in seconds. The generated server runs over stdio and can be plugged into Claude Desktop or any…
A developer created a self-verifying rule system for AI assistants after discovering that 15 rules for an AI assistant were followed zero times in 30 sessions. The system uses embedded markers like [✓…
LLM KOSH, a local-first memory cartridge for MCP-compatible AI clients, has been released. The tool provides durable, inspectable memory storage without relying on hosted services, featuring a read-on…
A developer built an AI agent skill for the Antigravity CLI that migrates applications from AWS to GKE. The agent scans cloud dependencies, spawns parallel subagents to refactor code and infrastructur…
A developer built a token-aware RAG chunker in Rust after finding that naive character-count splitting corrupts embeddings and Python hits a parallelism ceiling. The Rust extension improves performanc…
A developer built a personalized AI news digest using Python, NewsAPI, and an LLM. The system fetches articles, filters them by relevance, and generates one-sentence summaries for a scannable daily di…
Python developer and author Abid Ali Awan published a guide to seven real-world Python projects for 2026, including an AI scam checker for Pakistani messages and a multi-agent research report generato…
The pyca/cryptography package now supports post-quantum cryptography with ML-KEM and ML-DSA, making it pip-installable for the Python ecosystem. This follows a White House order mandating federal migr…