Anthropic introduced and open-sourced the Model Context Protocol (MCP), an open standard that enables AI applications to communicate with external tools, resources, and systems in a standardized manne…
A developer built an AI employee system deployable through Telegram that handles customer service, order management, and sales support for small businesses. The system uses Python/Flask for webhooks, …
OpenAI's GPT-5.5-Cyber, launched under the "Patch the Planet" initiative with Trail of Bits, has filed 64 pull requests and 51 issues across 19 open-source projects including cURL, Python, and Go in i…
Daytona, an open-source infrastructure runtime for AI-generated code execution, has moved its core development to a private codebase as of June 2026, making the sandbox platform closed-source. The pub…
Developer Simon Willison warns against accidentally exposing local apps to the internet, advocating for binding to localhost or private networks like Tailscale by default. He demonstrates how to secur…
A team integrated an LLM into their Jenkins MR validation pipeline after a GitLab API token was accidentally committed and missed by two human reviewers. The LLM now automatically flags hardcoded cred…
Telnyx released an AI Customer Churn Predictor that uses its AI Inference API to analyze call and message patterns via Telnyx APIs, predicting churn risk and suggesting interventions. The open-source …
A developer released 10 single-file game apps using a 61-atom hash-table lattice that replaces traditional game logic with O(1) lookups, achieving sub-microsecond response times and zero dependencies.…
AgentKits released KitForge, an open-source Python tool that generates LangGraph-style AI agents with enforced safety guardrails, including authority budgets, HMAC-chained audit trails, human-in-the-l…
A developer initially disagreed with Matt Whetton's argument that AI creates a line of rented code running through every project, but changed his mind after building a proof of concept in Python, a la…
FastAPI developers can protect routes using JWT tokens by integrating OAuth2PasswordBearer and a token verification function. The approach extracts the token from the Authorization header, decodes it …
Honeycomb released a technical guide on instrumenting AI agents with OpenTelemetry's GenAI semantic conventions to enable debugging via the Agent Timeline, which captures tool calls, multi-agent hando…
Vercel now supports Node.js and Python functions up to 5GB in package size on Fluid compute, a 20x increase from the previous 250MB limit. The Large Functions feature is in public beta, enabling backe…
A developer with 25+ years of experience in Python, PHP, and LAMP stack is transitioning into AI engineering, focusing on local LLMs, offline AI setups, and practical model deployment. The individual …
A developer built a Python script that uses a SERP API to track Google's People Also Ask (PAA) results over time. The script fetches PAA questions for a set of keywords, saves snapshots as CSV files, …
A developer created a Python cleaning layer to sanitize SERP API responses before sending them to an LLM. The approach normalizes fields like title, URL, snippet, and position, stripping out raw HTML,…
Kivo, a lightweight desktop teleprompter built with PySide6, has been released as an MVP. The open-source tool provides a frameless, always-on-top overlay for scripts and presentations, featuring auto…
Tau is an educational Python coding agent designed to teach how agents are built by exposing every component—provider adapters, harness, coding environment, and terminal UI—in readable layers. The pro…
A developer modeled the cost of running a 209-node automation pipeline on n8n versus per-task billing platforms like Zapier and Make. The analysis shows that a 28-node workflow on Zapier's $19.99 Prof…
A developer outlines practical patterns for building multi-agent systems with Python, including the ReAct architecture, tool selection, memory hierarchy, and error recovery. The guide emphasizes start…