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When you hear "chatbot" in 2026, the obvious architecture is something like: For one of our projects, we deliberately didn't do that. The chatbot needed to answer questions about things like: prices; opening hours; appointments; service availability; business policies. For those kinds of que
Inside ATLOCK v4: A Deep Technical Teardown TL;DR — ATLOCK is a ~3,000-line, single-file Python security suite for Windows that combines OS-level lockdown, NTFS ACL file locking, a Fernet/PBKDF2-encrypted password vault, and webcam-based intruder response — all wrapped in a customtkinter UI and shi
This article was originally published on the Zenrows blog. Read the original here: https://www.zenrows.com/blog/web-aware-agent-openai-agents-sdk-zenrows This guide shows you how to register Zenrows Fetch as a @function_tool next to WebSearchTool in a single OpenAI Agents SDK agent, so the model
Most MVPs don't become expensive because developers write bad code. They become expensive because teams build too much before learning what actually matters. A typical product starts like this: “We need authentication, dashboards, notifications, payments, analytics, admin panels, integrations…”
I deleted a scheduled task yesterday, deployed it, watched five checks pass, and then found the task still running on the server. The task was worth deleting. It ran every hour on Celery Beat and its entire body was this: # TODO: Implement actual cleanup logic cleaned_count = 0 # Placeholder l
Building Sub-Microsecond OS Event Gating and Micro-Rollbacks for AI Agents published: true tags: ai, opensource, python, security canonical_url: https://bartholomew.info cover_image: https://bartholomew.info/assets/bartholomew_social_preview.png If you build autonomous agents with LangCh
A customer writes in: "my last three orders are missing." Someone has to open a database and look. We built an AI agent that does that part. It reads the ticket, forms a hypothesis, queries the customer's own systems, and writes up what it found with the queries attached as evidence. Useful. Also,
Game engines are production systems. They need deterministic transforms, collision, navigation, materials, lighting, streaming, and versioned assets. Shapezo is useful before those constraints fully dominate the work: it helps a team compose the spatial relationships that make a world readable and p
Look for this in your error tracker: Uncaught NotFoundError: Failed to execute 'removeChild' on 'Node': The node to be removed is not a child of this node. There is no local repro. The affected sessions have nothing in common, until you notice they had page translation on. I spent about a
À medida que ecossistemas de agentes se tornam mais distribuídos, um dos principais desafios deixa de ser a implementação da lógica de negócio e passa a ser a interoperabilidade entre agentes desenvolvidos por diferentes organizações, linguagens e infraestruturas. O OpenIntent Protocol (OIP) propõe
Following the lead of companies like Xteink, Lexar is the latest to sacrifice a USB-C port in the pursuit of slimming down its hardware. When the Lexar Muse Ultra-Slim Portable SSD launches later this year in 512GB and 1TB capacities it will be one of the slimmest you can buy. At its thickest point
After showing off several smart home firsts at CES, Aqara has returned to IFA with a major lineup of smart lighting compatible with both Zigbee and Thread. One of these new devices is the Floor Lamp T1, which trades the look of a typical lamp for an LED-equipped pole attached to a base. The lamp […]