The gateway is the runtime control plane for enterprise AI, turning policy into enforceable decisions across every model call, tool call, and agent hop.

Jaron Lanier argues that the term 'artificial intelligence' is misleading; large language models are statistical mashups of human creations, not independent minds. He advocates viewing AI as a tool, not a creature, and promotes data dignity and transparency to manage technological risks.

Vestige is a VS Code extension that provides code visualization for LLM-assisted review. It builds call graphs and dependency graphs locally, helping developers understand the impact of AI-generated changes and review diffs in an actionable manner.

A leaked memo from a major tech company reveals that engineers are being forced to dance because AI has taken over their coding duties, in a story that also ties in Zendaya's dress and Justin Bieber's peanut butter dilemma.

A new cyberattack called 'token torching' targets AI systems by exhausting their tokens through malicious prompts, potentially draining company resources and serving as a distraction for other attacks.

The article argues that AI, deployed as a system rather than a collection of pilots, is the first technology to simultaneously address the three taxes of trust, time, and cost that prevent enterprises from acting on their data. It outlines three movements: turning dark data into signal, expanding the question space with probabilistic reasoning, and decoupling human capability from headcount. Governance is highlighted as the true competitive moat.

NVIDIA unveils major advancements at SIGGRAPH 2026, including MCP-connected AI agents for creative tools, a synthetic video detector NIM microservice, and the open-source Cosmos 3 Edge world model for edge physical AI. These innovations span content creation, media verification, and robotics.

Cosyra 2.0 is a cloud workspace for coding agents accessible from your phone, enabling mobile programming anytime, anywhere.

Venv-manager is a Go-based CLI tool for managing Python virtual environments, designed for both humans and AI agents. It offers a file watcher that auto-installs missing imports, an MCP server for agentic control, sandboxed ephemeral execution, and comprehensive venv lifecycle commands, addressing common venv sprawl issues.

The article analyzes how American AI companies' closed and proprietary model is losing ground to China's open strategy. AI models have little moat, and China's open release turns compute disadvantage into distribution advantage, closing the performance gap.

The article details the journey of building Competitor Tracker, a tool designed for both humans and AI agents to track competitors. It discusses how AI shifts the bottleneck from development to go-to-market, making building easier but selling harder. The author shares the backstory of failed attempts, the eventual collaboration with a team, and the decision to build a product that is API-first, with MCP and webhook support, catering to both humans and agents. The product sends weekly digests and offers a noir-themed interface with a dog mascot.

Traditional hiring processes collapse when AI can generate polished outputs. This article examines how leading companies like Anthropic, Ramp, Notion, and Stripe have rebuilt their hiring to focus on candidates' ability to direct AI and catch its mistakes, rather than grading documents.

This article walks through the actual configuration, permissions, hooks, and command habits that separate a fresh install from a setup that holds up under real, sustained agentic work.

AI traffic grew 66% in 2025 but still accounts for less than 0.15% of total website visits. AI citations can boost brand exposure even without direct traffic. This article explains how to check if your site is cited by AI tools and how to optimize content, use llms.txt, and more to increase citations.

Tyxter Messaging offers a WhatsApp API for AI agents, enabling automated messaging through dedicated WhatsApp numbers.

Inertia-1 is a unified motion foundation model that tackles fragmentation in motion datasets. It uses large-scale self-supervised learning on wrist accelerometer data to create representations that generalize across body placements and sensor types, and reveals key design choices for real-world performance.

HuggingFace's recent incident reveals a fundamental asymmetry in AI safety guardrails: they hinder defenders while attackers operate unrestricted, forcing defenders to rely on open-weight models for forensic analysis.

mcp-speak is an open-source tool that gives AI agents a voice and personality through speech integration and customizable personality profiles. It supports multiple AI clients and requires no external APIs for voice interaction.

UK's AISI finds the gap between open and closed models on cybersecurity is shrinking. Chinese company Moonshot AI releases Kimi K3, a frontier-level model with some brittleness. Demis Hassabis proposes a FINRA-like standards body for AGI. Research shows LLMs can smuggle side channel tasks, evading monitors.

Tech professionals are feeling squeezed by AI. Burnout is up, optimism is down, survey found. One solution is saying 'no' deliberately.

The $230 Codex Micro sold out before I could buy one, so I turned my Stream Deck+ into a surprisingly capable alternative.

The author argues that AI can serve as a virtual co-founder, filling skill gaps and enabling solo founders to build products cheaply and quickly. They advise starting alone, using AI across all aspects of the work, talking to customers, and only adding a human co-founder when a real bottleneck emerges. This is not against people, but against prematurely adding a permanent partner before the product is validated.

JetBrains benchmarked the 'Rust Token Killer' (rtk) and found its claimed 60-90% token savings do not materialize; instead, it causes a median cost increase of 7.6% at low reasoning effort and zero effect at high effort. The test reveals a gap between self-reported savings and actual billing.

Opaque pricing and backward-looking bills force enterprises to rethink their AI model strategy.

A founder automated his support inbox using Claude Code and MCP servers: the agent classifies, investigates, and drafts replies, but never sends them. The post details the setup, key rules (no guessing, drafts only), and real-world results over 48 hours.

This article highlights five MCP servers that genuinely enhance AI agent capabilities, chosen for their impact rather than star counts. They include GitHub MCP, Playwright MCP, Context7, Serena, and the Official Reference Servers, with insights on integrating them for a powerful agentic setup.

Restk is a native API client for REST and GraphQL, offering 12 auth methods, scripting, Git-synced workspace, and an embedded privacy-first AI integration. It stores all workspace data as files in a Git repository you own, enabling version control for API requests.

This article provides a comprehensive guide to building agentic workflows in Python using LangGraph, covering everything from a single model call to a tool-using agent with persistent conversation memory. It explains state, nodes, edges, message history management, model invocation, tool registration and routing, and the ReAct reasoning loop.

A study by Meta's Oversight Board finds that leading AI systems, including those from U.S. companies, are more likely to refuse requests to criticize restrictive leaders or governments, raising concerns about extending state influence on free speech globally.

This article introduces a new series on running LLMs locally from Go. It explains inference as next-token prediction using frozen weights, the autoregressive loop, tokenization, the GGUF file format, and memory mapping for efficient loading.