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Latest Terms
Stage = days since the term's current meaning emerged, not since we detected it.
lowfat is a pluggable CLI output filter that sits between your shell and your AI coding agent, stripping noise from command output before the LLM reads it. Instead of feeding an agent 10,000 lines of …
Open Code Review is a hybrid-architecture CLI for AI-assisted code review: deterministic pipelines handle file filtering, rule matching, and comment positioning; an LLM agent handles judgment. The spl…
Copilot SDK is GitHub's multi-language library for embedding the Copilot agent runtime — planning, tool invocation, file editing, and multi-turn sessions — into any application. Not a thin LLM wrapper…
Intelligent Terminal is an open-source fork of Windows Terminal that embeds AI coding agents directly into the shell — not as a plugin, but as a first-class pane. Commands that fail surface an agent p…
The Leiden Declaration on Artificial Intelligence and Mathematics is a community-initiated statement that defines the core values mathematics must protect as AI reshapes how proofs are produced, attri…
MAI Models is the branded family of foundation models built in-house by [Microsoft AI](https://microsoft.ai), covering reasoning, coding, image generation, voice synthesis, and transcription. MAI stan…
Rudus is a vertical AI platform that automates takeoff and estimation for concrete subcontractors, using computer vision to detect every concrete element — footings, walls, columns, slabs — from struc…
Expanse is an intelligence layer for HPC and GPU clusters that predicts what each workload actually needs before it reaches the scheduler. By reading job source code, submission scripts, and live hard…
NVIDIA RTX Spark is a Windows superchip fusing a 20-core Arm Grace CPU with a Blackwell RTX GPU and 128 GB of unified memory — DGX Spark silicon brought to thin laptops and compact desktops. It delive…
Surface Laptop Ultra is Microsoft's most powerful Surface to date — a 15-inch Windows on Arm laptop built jointly with NVIDIA around the RTX Spark superchip (20 Arm CPU cores, Blackwell RTX GPU, up to…
Helios is a free UK address-level calculator that answers one question: is plug-in solar worth it for your home? Enter a postcode, and it ray-traces the surrounding buildings using Environment Agency …
[Claude Opus 4.8](https://www.anthropic.com/news/claude-opus-4-8) is Anthropic's latest flagship LLM, released May 28, 2026 at unchanged pricing ($5/$25 per million tokens). It improves on Opus 4.7 ac…
Dynamic Workflows is a Claude Code feature that lets Claude orchestrate dozens to hundreds of parallel subagents by writing a JavaScript script that holds the plan itself. The orchestration logic — lo…
Ultracode is a named effort level in [Claude Code](https://code.claude.com) that combines `xhigh` reasoning with automatic Dynamic Workflow orchestration. Enabled via `/effort ultracode`, it lets Clau…
Antigravity CLI is Google's closed-source, Go-based terminal coding agent launched at Google I/O 2026, replacing the open-source Gemini CLI. It brings the full Antigravity 2.0 agent harness to a light…
DeepSWE is a contamination-free software engineering benchmark that evaluates AI coding agents on 113 original, long-horizon tasks spanning 91 open-source repositories across TypeScript, Go, Python, J…
Posthorn is a self-hosted email gateway that centralizes transactional mail delivery across all your apps into one Docker container. Instead of wiring each app to Postmark, Resend, Mailgun, or AWS SES…
Vera CPU is NVIDIA's first custom-designed data center processor, purpose-built for agentic AI and reinforcement learning workloads rather than general-purpose computing. It features 88 NVIDIA-designe…
Ferrari Luce is Ferrari's first fully electric production car — a five-seat, four-door liftback delivering 1,035 hp from four independent wheel motors, priced at €550,000 ($640,000) and assembled in M…
Acquisition Blueprint is one of eight named documents in the AI Business Context Folder framework — a structured file mapping every customer acquisition channel and the complete sales funnel, loaded i…
The Anthropic Handbook is a 35-page official playbook published by Anthropic on [May 14, 2026](https://claude.com/blog/the-founders-playbook), guiding founders on building AI-native companies. It rema…
Hermes Kanban is the multi-agent task board built into [Hermes Agent](https://github.com/nousresearch/hermes-agent) by Nous Research. It replaces fragile in-process subagent swarms with a durable SQLi…
Money Model Builder is a named AI prompt document — one of eight in a business OS template stack — that codifies a company's pricing, offer sequencing, and profit logic into a single AI-readable refer…
OpenClaw Skills is the registry-backed extension system for [OpenClaw](https://openclaw.ai/): a CLI (`openclaw skills install <slug>`) that discovers, installs, and scopes capability packages from [Cl…
Antigravity 2.0 is Google's agent-first development platform, announced at I/O 2026 on May 19. It expands the original November 2025 IDE into a five-surface suite: standalone desktop app, CLI, SDK, Ma…
Gemini 3.5 Flash is Google's frontier multimodal AI model that combines flagship-tier reasoning with Flash-class speed, designed to execute multi-step agentic workflows, complex coding tasks, and long…
Gemini Omni is Google's unified multimodal model that fuses reasoning with generative creation — accepting text, image, audio, and video as input and producing video grounded in real-world knowledge. …
Step enforcement is a guardrail mechanism for agentic LLM workflows that detects and corrects a model's failure to execute required steps in the prescribed sequence. It sits inside the agent loop, mon…
"AI Eats" is the shorthand label for Benedict Evans' recurring macro presentation series — [AI Eats the World](https://www.ben-evans.com/presentations) — which maps generative AI's platform-shift dyna…
The Agentic AI Foundation (AAIF) is a Linux Foundation directed fund that provides neutral, vendor-independent governance for open agentic AI infrastructure — protocols, frameworks, and conventions th…
Slock is an agent-native collaboration workspace where humans and AI coding agents share channels, DMs, and threads as equal teammates rather than tool-callers. Built by Botiverse, Inc., it connects a…
Grok Build is xAI's terminal-native agentic coding CLI for professional software engineering — an AI agent that runs directly in your shell, plans multi-step tasks, writes and edits files, executes co…
Rewrite Bun refers to the AI-executed migration of the [Bun](https://bun.sh) JavaScript runtime from Zig to Rust — 1,009,257 lines of new code across 6,755 commits, generated almost entirely by Anthro…
Trade Dollars is startup-culture slang for circular peer-to-peer cash swaps between companies — one startup wires money to another, which wires the same amount back, and both book the inflow as Annual…
Ardent is a database-branching platform that creates isolated Postgres clones in under six seconds, giving coding agents a production-identical sandbox to test writes without ever touching live data. …
Custom Agents is a platform feature category — autonomous, user-defined AI teammates that operate on triggers or schedules inside a software product without requiring manual prompting. Each agent is s…
A code agent is an AI system that executes software engineering tasks autonomously — reading files, editing code, running tests, and iterating toward a goal without per-step human guidance. Unlike inl…
Generative Data Apps are AI-native dashboards and interactive data applications built from natural language prompts rather than hand-coded components or drag-and-drop builders. The agent generates Jav…
The Unitree GD01 is the world's first mass-produced manned mecha — a piloted, transformable robot that stands 2.7 meters tall and weighs 500 kg with a passenger inside. It switches between upright bip…
Googlebook is Google's new laptop category built from the ground up around Gemini AI, running an Android-based operating system that merges Chrome's browser heritage with Android's full app ecosystem.…
Mino is an embeddable, Clojure-inspired Lisp runtime written in portable C99, designed to drop into any native application as a sandboxed scripting layer. It brings persistent immutable data structure…
Quack is DuckDB's official client-server protocol, enabling two DuckDB instances to communicate over HTTP so one acts as server and the other as client. It gives DuckDB native support for concurrent w…
A killswitch is a per-function short-circuit mitigation primitive proposed for the Linux kernel that lets privileged administrators instantly disable a vulnerable code path at runtime — without reboot…
Claude Mythos Preview is Anthropic's most capable frontier model, released April 7, 2026 as a gated research preview — not publicly available. It achieves 93.9% on SWE-bench Verified and demonstrates …
MTP (Multi-Token Prediction) is an inference acceleration technique that lets a lightweight drafter model predict several future tokens simultaneously, which a larger target model then verifies in a s…
Natural Language Autoencoders (NLAs) are an unsupervised interpretability technique that converts a language model's internal activations into plain-text explanations. An activation verbalizer transla…
ProgramBench is a software-engineering benchmark that tests whether AI agents can reconstruct a complete, working codebase from only a compiled binary and its documentation — no source code, no decomp…
Zaya1-8B is an open-weight mixture-of-experts reasoning model from [Zyphra](https://www.zyphra.com/post/zaya1-8b) that activates only 760 million of its 8.4 billion parameters per forward pass, delive…
Inverse laws are three human-conduct principles that mirror-invert Asimov's Three Laws of Robotics. Where Asimov's laws constrain robot behavior toward human safety, these invert the target: they cons…
SubQ is the brand name of the first large language model built on a fully sub-quadratic architecture, where attention compute scales linearly rather than quadratically with context length. The model i…
AI psychosis names two converging phenomena: the clinical pattern where vulnerable users develop or deepen delusions through heavy chatbot use, and the builder-culture slang where developers describe …
A coding plan is a fixed-price monthly subscription that gives developers quota-capped access to frontier AI models via their existing coding tools — Cursor, Claude Code, Cline — replacing per-token b…
Virgo Network is Google's custom-built megascale AI data center fabric, announced April 22, 2026 at Google Cloud Next '26. It replaces the multi-tier Jupiter Ethernet design with a flat, two-layer non…
AI Supply refers to the physical and logistical capacity needed to deliver AI compute at scale — GPUs, high-bandwidth memory, advanced packaging, power infrastructure, and data-center buildout. As tok…
Flue is an open-source TypeScript framework for building autonomous agents, positioned as "The Agent Harness Framework" — not another AI SDK, but infrastructure that wraps models with a programmable h…
Granite 4.1 is IBM's latest open-source language model family, released April 29, 2026, in dense 3B, 8B, and 30B parameter sizes under an Apache 2.0 license. It targets enterprise workloads emphasizin…
GLM-4.7 is an open-weight large language model from Z.ai (formerly Zhipu AI) designed for agentic coding, multi-step reasoning, and production tool-use workflows. The 358B-parameter Mixture-of-Experts…
Joby (Joby Aviation) is the leading eVTOL (electric vertical takeoff and landing) air taxi company, developing a five-seat aircraft capable of 200 mph and 150-mile range on a single charge. Founded in…
Long-running agents are AI agents designed to sustain work across multiple context windows, persisting state through structured artifacts — progress files, git commits, feature specs — so each new ses…
PS5 Linux is an open-source project that boots desktop Linux on a PlayStation 5 console, transforming it into a full x86 gaming PC. Security researcher Andy Nguyen (@theflow0) exploits a patched hyper…
Value Accuracy measures the fraction of JSON leaf values that exactly match ground truth — distinct from JSON pass rate, which only checks schema structure. The gap is large: schema compliance routine…
A workspace agent is an AI agent scoped to a shared organizational environment — running persistently in the cloud, accessing team-connected tools, and acting autonomously on behalf of the whole team.…
Agent click refers to the capability of an AI agent to click, type, scroll, and read native desktop applications in the background without stealing the user’s cursor, window focus, or active Space. Th…
Rocky is a Rust-based SQL transformation engine and control plane for data warehouse pipelines. It layers compile-time safety, column-level lineage, named branches, and per-model cost attribution on t…
CUA (Computer-Use Agent) is the open-source infrastructure project by [trycua](https://github.com/trycua/cua) that provides sandboxes, SDKs, and benchmarks for building and evaluating AI agents that c…
Gemma 4 is Google DeepMind's fourth-generation family of open-weight multimodal models, released April 2, 2026 under Apache 2.0. Four sizes span phones to data centers: E2B, E4B, 26B Mixture-of-Expert…
Talkie (full name: talkie-1930) is a 13B open-weight language model trained exclusively on 260 billion tokens of English text published before 1931. Its hard knowledge cutoff at December 31, 1930 make…
DeepSeek V4 Pro is the premium tier of DeepSeek's V4 series: a 1.6-trillion-parameter, 49-billion-active Mixture-of-Experts model with a 1-million-token context window. It is the largest open-weight m…
Shared Agents is the emerging paradigm for AI agents built once and deployed as an organizational resource — accessible, reusable, and improvable by an entire team rather than a single user. The shift…
A Stop hook is the [Claude Code lifecycle event](https://code.claude.com/docs/en/hooks) that fires every time the agent finishes a response turn. Shell commands, HTTP endpoints, or LLM prompts configu…
The tool layer is the discrete architectural component of an AI agent harness that registers, validates, and gates every function the model can call. It sits between the orchestration loop above and t…
Wiki Layer is an architectural pattern for multi-agent systems: a shared, git-native markdown store that all agents on a team can read from and write to, distinct from each agent's private notebook. I…
DeepSeek V4 is a series of open-weight Mixture-of-Experts language models from DeepSeek that bring one-million-token context to frontier-class performance at a fraction of closed-source pricing. The s…
Gemini 3.1 Pro is Google DeepMind's flagship reasoning model, released [February 19, 2026](https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/). It introduces a "th…
GPT-5.5 is OpenAI's frontier language model released on April 23, 2026 — the first fully retrained base model since GPT-4.5, with every GPT-5.x release between them being a post-training iteration. De…
A Polymarket bet is a real-money position on [Polymarket](https://polymarket.com), the world's largest crypto prediction market, where users trade USDC on the likelihood of real-world events — from el…
Privacy Filter is an open-weight, on-device model for detecting and redacting personally identifiable information (PII) from unstructured text. It runs locally — no data leaves the machine — making it…
SuperHQ is an open-source macOS app that runs AI coding agents — Claude Code, OpenAI Codex, and Pi — inside isolated microVM sandboxes instead of directly on your machine. A local auth gateway keeps A…
Tolaria is a free, open-source macOS and Linux desktop app for managing Markdown-based knowledge bases. Notes are plain files — portable, git-versioned, offline-first — with a Notion-style block edito…
Agent Teams is the [Claude Code](https://code.claude.com/docs/en/agent-teams) feature that lets multiple Claude instances coordinate on a shared codebase in parallel. One session is the team lead; eac…
AI-native describes a product, company, or workflow designed from the ground up with artificial intelligence as a foundational architectural element — not bolted on after launch. If you removed the AI…
Broccoli is an open-source coding agent that converts [Linear](https://linear.app) project-management tickets into shipped pull requests, running each task inside an isolated Google Cloud sandbox. Bui…
Cloud coding agents are AI software engineering systems that execute development tasks inside remote, sandboxed cloud environments rather than on a developer's local machine. They plan, write code, ru…
GLM-5.1 is Z.ai's 754-billion-parameter open-weight large language model, purpose-built for agentic engineering and long-horizon coding tasks. It is a post-training upgrade to GLM-5 sharing the same M…
MacBook Neo is Apple's entry-level laptop, released March 11, 2026, at $599 — the first Mac to run an A-series chip (the A18 Pro from iPhone 16 Pro) instead of the M-series found in MacBook Air and Pr…
Manus is a general-purpose autonomous AI agent that accepts plain-language goals and executes multi-step tasks — web research, code generation, data analysis, file creation — without continuous user i…
ML Intern is an open-source autonomous AI agent that runs the full machine-learning research loop without human supervision. It reads papers on arXiv, sources and reformats datasets from Hugging Face …
Roo Code is an open-source VS Code extension that turns the editor into a multi-agent coding workspace, letting developers orchestrate specialized AI agents across Architect, Code, Debug, Ask, and Cus…
Seedance is a text-to-video AI model family developed by ByteDance's Seed research team that generates cinematic, multi-shot video from text and image inputs. It couples video generation with native s…
Surveillance pricing is the practice of using a consumer's personal data — location, browsing history, demographics, purchase patterns, even mouse movements — to set individualized prices for the same…
Workspace Agents is OpenAI's enterprise feature that lets teams build shared AI agents — powered by Codex — capable of running multi-step workflows autonomously across connected business tools. Unlike…
Code Search MCP is a category of [Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) servers that give AI coding agents semantic and structural search over local codebases.…
Daemons are self-initiated AI background processes that handle ongoing maintenance work in software repositories — watching for events, detecting drift, and executing routines without prompts. Unlike …
Deep Research is an agentic AI capability that autonomously browses the web, synthesizes hundreds of sources, and produces a cited analyst-level report from a single prompt. The agent iterates — searc…
Framework Laptop 13 Pro is a ground-up redesign of Framework's modular 13-inch laptop, announced April 21, 2026, targeting developers and Linux users who want premium-tier hardware without ecosystem l…
An OpenClaw Skill is a self-contained capability package — a directory with a [`SKILL.md`](https://docs.openclaw.ai/tools/skills) file — that teaches the OpenClaw agent how to interact with an externa…
Agentic frameworks are software toolkits that wire a language model into a running agent — orchestrating the loop, tool calls, memory, and multi-agent coordination so developers don't build that plumb…
Browser Harness is a 592-line Python project from [browser-use](https://github.com/browser-use/browser-use) that gives an LLM direct, unmediated control of Chrome via the [DevTools Protocol](https://b…
[Claude Opus 4.6](https://www.anthropic.com/news/claude-opus-4-6) is Anthropic's flagship LLM released February 5, 2026. It was the first Opus-class model with a 1M-token context window (beta at launc…
[Cursor CLI](https://cursor.com/cli) is [Cursor](https://cursor.com)'s headless command-line agent — the same Cursor Agent that drives the IDE, callable from any terminal or CI runner without the edit…
**GPT Image 2** is the anticipated second-generation release of OpenAI's [gpt-image](/term/gpt-image) model family — the natively multimodal image engine that powers ChatGPT's image tool and the `gpt-…
Information Operating System is the self-applied tagline for [GalaxyBrain](https://galaxybrain.com/), a local-first knowledge workspace where every page carries variables, formulas, and live cross-ref…
[Kimi K2.6](https://www.kimi.com/blog/kimi-k2-6) is Moonshot AI's April 20, 2026 open-weight flagship — a 1T-parameter Mixture-of-Experts model (32B active, 384 experts, 256K context, native multimoda…
LLM wiki is a pattern where an AI agent incrementally compiles a folder of plain-markdown entity pages from your raw sources, then answers questions against that structured wiki instead of re-retrievi…
Mediator AI is the emerging category of LLM-driven tools that act as an impartial third party to resolve disputes between two or more people — elicit each side's preferences privately, propose candida…
OpenAI Agents SDK is a lightweight open-source framework for building multi-agent workflows on top of OpenAI models. It ships four primitives — Agents, Handoffs, Guardrails, and Sessions — plus built-…
QMD is a local-first command-line search engine for Markdown notes, docs, and knowledge bases, built by Shopify CEO [Tobi Lütke](https://github.com/tobi/qmd). It combines BM25 full-text search, vector…
Theseus is a static Windows/x86 emulator written in Rust by Evan Martin: it translates win32 binaries ahead of time into source code, then compiles that source into a native executable for the host CP…
The UserPromptSubmit hook is a [Claude Code](https://code.claude.com/docs/en/hooks) lifecycle event that fires the moment a user hits enter on a prompt, before Claude processes it. A shell command con…
Vibe Island is a native macOS notch utility that turns the Dynamic Island area into a status-and-approval HUD for AI coding agents. It watches Claude Code, Codex, Cursor, Gemini CLI and seven other CL…
"Agent traps" is the shorthand English phrase that maps one-to-one to AI Agent Traps, the taxonomy Google DeepMind published on March 27, 2026 for adversarial web content that hijacks autonomous AI ag…
Agentic design is the discipline of architecting software systems where one or more AI agents reason, plan, and act autonomously over tools and memory. It names the pattern layer above a single LLM ca…
An AI stack is the layered set of components that turns raw compute into a shippable AI product — chips and models at the bottom, data and orchestration in the middle, the application on top. Menlo Ve…
An AI workspace is a persistent, project-scoped container where chats, files, tools, and memory live together — replacing the stateless single-thread chatbot. Notion markets itself as "[the AI workspa…
Apple Intelligence is Apple's on-device AI brand announced at [WWDC 2024](https://www.apple.com/newsroom/2024/06/introducing-apple-intelligence-for-iphone-ipad-and-mac/) and shipped across iOS 26, iPa…
AutoResearch is an agent loop in which an LLM autonomously edits a single training file, runs a fixed 5-minute experiment, checks whether a chosen metric improved, and keeps or reverts the change — re…
Browser Use is an open-source Python library ([browser-use/browser-use](https://github.com/browser-use/browser-use)) that lets an LLM drive a real Chrome instance to complete web tasks — click, scroll…
busybee is an open-source FIFO build queue for multi-agent developer workflows. It wraps [pueue](https://github.com/Nukesor/pueue) and gates heavy commands — cmake, cargo, ninja, large test suites — s…
Dev Agents is a loose umbrella label for AI agents that write, review, and ship code on a developer's behalf — a near-synonym of the more established [coding agents](/term/coding-agents) category. In …
DGX Spark is NVIDIA's $3,000-$4,000 desktop AI supercomputer — a 1.2 kg box built around the [GB10 Grace Blackwell Superchip](https://www.nvidia.com/en-us/products/workstations/dgx-spark/) with 128 GB…
ElevenLabs is a voice AI company that builds text-to-speech, speech-to-text, voice cloning, and voice-agent infrastructure used by developers, publishers, and enterprises. Founded in 2022 by ex-Google…
Feral (stylized FeralHq) is a new agentic content-generation product that writes humor-first social posts for brand accounts. It crawls a company's website to build a brand profile, then runs a genera…
GRPO (Group Relative Policy Optimization) is a reinforcement-learning algorithm that teaches language models to reason by sampling multiple answers per question and scoring each answer against the gro…
Kiro is AWS's agentic AI IDE, built on Code OSS and pitched as a fix for "the chaos of vibe coding." Its headline bet: specs first, code second. Every task starts as a generated requirements + design …
An [MCP tool](https://modelcontextprotocol.io/docs/concepts/tools) is one executable function exposed by an [MCP server](https://modelcontextprotocol.io/) to a language model over JSON-RPC, defined by…
"MCPs" is the informal plural of [MCP](https://www.anthropic.com/news/model-context-protocol) — the Model Context Protocol Anthropic released on November 25, 2024. When developers say "I kept adding M…
MLX is Apple's open-source array framework for machine learning on Apple Silicon. Its API mirrors NumPy and PyTorch, but the whole runtime is built on Metal and the unified memory architecture, so ope…
Personal AI is the category of AI systems built around one individual — their memory, voice, preferences, and recall — rather than a generic assistant shared by millions. Incarnations range from dedic…
"Spy AI" is a shared-string bucket, not one product: the phrase collides across AI trading bots for the SPDR S&P 500 ETF (ticker SPY), a Virtuals token called [SPY AI AGENT](https://www.coingecko.com/…
Vault Context is the practice of feeding a local Markdown vault — its files, folder layout, frontmatter, tags, and retrieved chunks — to an LLM so the model answers grounded in your own notes instead …
AEO (Answer Engine Optimization) is the practice of structuring content so that AI answer engines — ChatGPT, Perplexity, Google AI Overviews, Claude — pick your page as the extractable answer to a use…
HyperFrames is an open-source video rendering framework from HeyGen that lets AI agents compose videos by writing HTML, CSS, and JavaScript, then outputs MP4, MOV, or WebM via Puppeteer + FFmpeg. The …
Intelligence Age is OpenAI's preferred epochal framing for the AI era — the successor to the Stone, Agricultural, and Industrial Ages in a narrative where compute, energy, and frontier models drive th…
AI Agent Identity is the emerging set of protocols and file formats that let an autonomous agent prove who it is, what it's authorized to do on whose behalf, and what values it embodies. Two layers: c…
AI CapEx is the industry shorthand for capital expenditure on AI infrastructure — the land, power, GPUs, servers, and data centers that hyperscalers are building to train and serve large models. It ha…
Breeze is a Rust Windows service that auto-confirms Windows Hello credential dialogs after face recognition succeeds. When a prompt appears for Okta Verify or sudo-style tools, it watches UI Automatio…
GEO (Generative Engine Optimization) is the practice of structuring content so that large language models — ChatGPT, Google Gemini, Perplexity, Claude — cite, quote, or recommend your brand inside the…
Prism is a unified pull-request inbox that consolidates GitHub and GitLab review queues into one prioritized feed. Its pitch — ["keep up with code review, even as AI speeds up the rest"](https://prism…
WhatsApp CLI refers to a new wave of command-line clients that speak the WhatsApp Web multidevice protocol so terminals, shell scripts, and AI agents can read, search, and send messages. They authenti…
Claude Design is an Anthropic Labs product that turns a conversation with Claude into polished visual artifacts — prototypes, slides, one-pagers, pitch decks, and marketing collateral — rendered as li…
[ClawHub](https://clawhub.ai/) is the public skill registry and marketplace for [OpenClaw](https://github.com/openclaw/openclaw), the self-hosted personal AI agent. Developers publish text-based `SKIL…
Context engineering is the discipline of curating every token that enters an LLM's context window — system prompt, tools, retrieved data, conversation history, memory, files — so the model can plausib…
GPT-5.4 is OpenAI's March 2026 frontier language model that unifies the Codex and GPT product lines into a single system, adding native computer-use capabilities, a 1-million-token context window, and…
Qwen3.6 is Alibaba's Qwen team's next-generation LLM line, positioned around "real-world agents." It spans two tiers: the closed [Qwen3.6-Plus](https://qwen.ai/blog?id=qwen3.6) (released April 2, 2026…
Qwen3 is Alibaba's third-generation open-weight foundation model family, launched [April 28, 2025](https://qwenlm.github.io/blog/qwen3/) under Apache 2.0. It introduced a hybrid 'Thinking' / 'Non-Thin…
SBTI — Silly Big Type Indicator (Chinese slang expansion: 傻逼 / shabi) — is an internet-native personality quiz parodying MBTI. It scores 15 behavioural dimensions across five domains (Self, Emotion, A…
Tokenmaxxing is the practice — and increasingly the critique — of treating AI token consumption as a productivity metric. Engineers ship more AI-generated code, climb internal token-burn leaderboards,…
An agent harness is the middleware between a large language model and the real world — code that runs the agent loop, calls tools, manages memory, enforces guardrails, and recovers from errors. Practi…
An agent loop is the control-flow pattern at the center of every autonomous LLM agent: the model observes its context, reasons about what to do, calls a tool, reads the result, and loops — until it pr…
Agentic AI names a class of AI systems that autonomously plan, decide, and take actions to meet user-defined goals — not single-shot chatbot answers, but a goal-driven loop that calls tools, updates s…
Agentic coding is the software-development pattern where an autonomous AI agent plans, writes, tests, and iterates on code against a feedback loop — running its own builds, reading its own errors, and…
Cal.com is a scheduling and booking platform — for years the leading open-source alternative to Calendly — that on April 15, 2026 announced it is closing its core codebase. The production app now live…
Cloudflare Mesh is a private-networking fabric that wires humans, devices, cloud VPCs, and AI agents into one encrypted network routed through Cloudflare's 330-city edge. Unlike a unidirectional Tunne…
Coding Agents is the category name for AI developer tools that act on code autonomously — reading a repo, planning a change, editing files, running tests, and opening pull requests — rather than sugge…
A [context window](https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents) is the span of tokens an LLM reads and reasons over in a single forward pass. In 2025-2026 the phr…
[Gemini 3.1 Flash TTS](https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-flash-tts/) is Google DeepMind's text-to-speech model that generates expressive speech in 70+ …
Gemini 3.1 Flash is Google's mid-2026 speed-tier refresh of the Gemini model family — a family-of-variants brand rather than a single model. Developers use "3.1 Flash" as the umbrella query; Google sh…
LM Studio is a desktop GUI — Windows, macOS, Linux — for discovering, downloading, and running open-source large language models entirely on your own machine. It wraps llama.cpp, MLX, and a visual Hug…
Managed Agents is an infrastructure paradigm where cloud platforms host, orchestrate, and operate AI agents as a service. Instead of developers hand-building agent loops — memory, tool routing, state,…
An [MCP server](https://modelcontextprotocol.io/) is a small, standalone program that exposes one capability — a database, a filesystem, a security scanner, a trading API — to AI agents over the [Mode…
Nano Banana is the codename, and now the public brand, for [Google DeepMind’s Gemini image-generation family](https://deepmind.google/models/gemini-image/flash/). The original Nano Banana shipped as ‘…
Parallel Agents is the pattern of running multiple AI coding sessions at the same time against isolated copies of a codebase, with a human orchestrator switching between them as each returns results. …
Qwen (通义千问) is [Alibaba Cloud's](https://qwenlm.github.io/) open-weight large-language-model family, shipped by the Tongyi Lab since August 2023. It spans text, code, vision, audio, image, embedding, …
AGENTS.md is an open, vendor-neutral markdown file placed at the root of a repository that tells AI coding agents (Claude Code, Codex CLI, Cursor, Copilot, Jules, Amp, Factory, Windsurf) how to work w…
AI slop is a pejorative for generative-AI content — text, images, video, pull-requests — that is technically fluent but intellectually empty, mass-produced for clicks or compliance rather than communi…
[Claude Agent SDK](https://code.claude.com/docs/en/agent-sdk/overview) is Anthropic's programmatic toolkit for building AI agents on Claude. It exposes the same tool-loop, context management, subagent…
[Claude Code](https://claude.com/product/claude-code) is Anthropic's official command-line coding agent — a terminal tool that reads your codebase, edits files, runs commands, opens PRs, and drives lo…
[Claude Mythos](https://red.anthropic.com/2026/mythos-preview/) is an unreleased frontier LLM from Anthropic, publicly previewed on April 7, 2026. Positioned as general-purpose, the preview centres on…
[Claude Opus 4.7](https://www.anthropic.com/news/claude-opus-4-7) is Anthropic's flagship LLM, released April 16, 2026. It narrowly retakes the lead over GPT-5.4 and Gemini 3.1 Pro on agentic coding b…
Context rot is the measurable degradation in large-language-model output quality as input length grows, even when the prompt stays well under the advertised context window. Models don't process the 10…
[Model Context Protocol](https://modelcontextprotocol.io/) (MCP) is an open, JSON-RPC-2.0-based standard that defines how AI applications talk to external tools, data, and systems. The spec defines a …
[OpenAI Codex CLI](https://developers.openai.com/codex/cli) is OpenAI's official terminal-resident coding agent: it reads a repo, edits files, runs commands, invokes subagents, and drives long tasks v…
[OpenClaw](https://openclaw.ai/) is an open-source self-hosted personal AI agent: a long-running runtime that connects to any LLM (Claude, GPT, DeepSeek, Kimi, Gemini) and drives itself from messaging…
OpenCode is an [open-source AI coding agent](https://opencode.ai/) that runs in the terminal and connects to any model provider — Claude, GPT, Gemini, local LLMs, 75+ providers via Models.dev. It’s th…
[Hermes Agent](https://hermes-agent.nousresearch.com/) is an MIT-licensed, self-improving AI agent from Nous Research designed to live on a server — local, VPS, or serverless — and accumulate capabili…
Magenta RealTime 2 (MRT2) is an open-weights generative music model from Google DeepMind that streams 48 kHz stereo audio in real time, responding to MIDI, text prompts, and audio input with roughly 2…
Gemma 4 12B is Google DeepMind's 12-billion-parameter open-weights multimodal model, distinguished by an encoder-free architecture that processes text, images, audio, and video through a single decode…
Ideogram 4.0 is a 9.3-billion-parameter open-weight text-to-image diffusion transformer that ships structured JSON prompting as a first-class interface, letting creators specify layout, color palettes…
Nemotron Ultra is NVIDIA's flagship open-weights large language model — a 550B-parameter hybrid Mixture-of-Experts model with only 55B parameters active per token, engineered for long-running agentic …
RootShell is a new end-to-end encrypted email service hosted in Iceland, positioning itself as a privacy-first alternative to Proton Mail and Tuta by combining Iceland's outside-14-Eyes jurisdiction w…
MAI-Thinking-1 is Microsoft's first in-house flagship reasoning model — a 35B active-parameter sparse Mixture of Experts system with a 256k-token context window, trained entirely on 30T tokens of lice…
Surface RTX Spark Dev Box is a compact developer workstation from Microsoft, powered by NVIDIA's RTX Spark superchip, designed to run 120-billion-parameter AI models locally without cloud costs. It de…
Protestware is open-source software that a maintainer intentionally sabotages to deliver a political or social message, targeting users rather than doing what the package advertises. The technique ran…
AISlop is a deterministic CLI that scans codebases for the anti-patterns AI coding agents characteristically leave behind — swallowed exceptions, narrative comments, dead helpers, unsafe type casts — …
GoPeek is a browser extension that opens links in floating interactive mini-windows called "Peeks" directly on the current page, eliminating the new-tab reflex. Users hold Shift and hover over any lin…
agent.email is a machine-readable onboarding page that lets any AI agent register its own email inbox without human involvement. An agent hits the signup endpoint via a single curl POST, receives cred…
Building Doubao is a reference narrative capturing how ByteDance grew its AI assistant, [Doubao (豆包)](https://doubao.com), from a secretive 2023 Shanghai startup to China's only AI product with 100M+ …
Chongzhen AI Game is the English shorthand for [《历史模拟器:崇祯》](https://store.steampowered.com/app/4304230/_/) (History Simulator: Chongzhen), China's first AI-native historical strategy game where a larg…
North Star Brief is one of eight documents in the AI Business Context Folder framework — a one-page file containing your mission, vision, core values, and operating principles, loaded into an AI syste…
Remote Workspaces is a developer infrastructure pattern where AI coding agent orchestrators run isolated environments — terminals, file systems, agent sessions — on remote machines or cloud VMs instea…
HSRS is a code-generation tool that produces type-safe Haskell bindings for Rust libraries via procedural macros. Annotate Rust types and functions with `#[hsrs::*]` attributes, run the codegen CLI, a…
"Bun's Rust" names the Rust codebase that replaced Bun's original Zig implementation — 1,009,257 lines generated by Anthropic's Claude Code agents in nine days and merged on May 14, 2026. It is distin…
Codiff is a fast, minimal local desktop application for reviewing Git diffs before committing — built specifically for the volume of code that LLMs produce. It replaces terminal-based diff tools with …
Zerostack is a minimalistic coding agent written in pure Rust, built around Unix principles of small footprint and composability. At ~8 MB RAM idle and a 8.9 MB binary, it is designed as a drop-in alt…
A Stock Factor Skill is a packaged AI-agent capability module that wraps quantitative stock-factor analysis — screening, backtesting, and factor mining — into a single installable skill for autonomous…
Universal Linux LPE describes a local privilege escalation exploit that gains root access across every major Linux distribution — no race condition required, no kernel-version-specific offsets, no ele…
Airbyte Agents is a context layer that gives AI agents unified, search-optimized access to an organization's operational data before the agent ever runs — solving what the company calls the core produ…
Token-maxxing is the practice of maximizing AI token consumption as a proxy for productivity — competing on internal leaderboards, running autonomous agents around the clock, and treating spend as sta…
VSCode Dark Islands is a VS Code color theme and CSS customization layer that ports the JetBrains Islands Dark floating-panel aesthetic into Visual Studio Code. It pairs a custom color scheme with the…
Visual Primitives are coordinate-based reasoning anchors — points and bounding boxes — embedded directly into an AI model's chain-of-thought rather than output only as final answers. The term names a …
EETree (电子森林, "Electronic Forest") is a Suzhou-based hardware education platform offering FPGA learning kits, circuit-simulation tools, and video curricula. Founded in 2019, EETree Information Technol…
hermes.md is the project-specific configuration file used by [Hermes Agent](https://github.com/NousResearch/hermes-agent) (NousResearch), the 126k-star AI coding agent. Stored at the git root as `HERM…
Laguna XS.2 is Poolside's first open-weight model: a 33B-total / 3B-active Mixture-of-Experts (MoE) coding model released under Apache 2.0 on April 28, 2026. Designed for agentic coding and long-horiz…
Wanman is an open-source agent matrix runtime that orchestrates multiple specialized AI agents — CEO, dev, devops, marketing, feedback — as isolated CLI subprocesses on your local machine. The name de…
Xiaomi MiMo Orbit is Xiaomi's open developer ecosystem program, pairing a 100-trillion-token grant for AI builders with an Agent Ecosystem co-construction track for framework teams — Xiaomi's bet that…
npmx is an open-source, community-built alternative web frontend for the npm registry, offering modern UX features the official npmjs.com has long neglected. It browses the same package data as npm bu…
LLM-as-a-Judge is an evaluation pattern where a large language model scores or ranks outputs from another AI system, replacing expensive human reviewers with an automated judge that applies a natural-…
Preflight is a free validator that probes a live MCP server endpoint and checks every requirement — OAuth 2.1 + PKCE flow, CORS headers, protocol handshake, tool execution, domain verification — befor…
An architecture diagram generator is an AI tool that turns a prose description, a code repository, or infrastructure-as-code (Terraform, CloudFormation) into a rendered system architecture diagram — b…
Earthset is the moment Earth slips behind the Moon's lunar limb as seen from a spacecraft — the mirror image of the 1968 Apollo 8 [Earthrise](https://en.wikipedia.org/wiki/Earthrise). The word names b…
ggsql is an experimental SQL extension that brings the Grammar of Graphics into the query language itself. You add clauses like `VISUALISE`, `DRAW`, `SCALE`, and `FACET` to an ordinary SELECT, and the…
**gpt-image** is OpenAI's natively multimodal image generation and editing API family — the same engine that powers ChatGPT's image tool, exposed as model IDs `gpt-image-1`, `gpt-image-1-mini`, and `g…
RLMs (Recursive Language Models) are an inference strategy where an LLM treats its prompt as an object inside a Python REPL, then recursively calls sub-LLMs over chunks of it instead of stuffing every…
AI agent traps are adversarial web content designed to manipulate, hijack, or weaponize autonomous AI agents against the users they serve. The phrase names a category, not a product: six attack famili…
FreeCloud ([freecloud.ltd](https://www.freecloud.ltd/)) is a Chinese "public-welfare" (公益) free VPS provider running Proxmox LXC containers with IPv6 and shared IPv4, aimed at students, hobbyists, and…
Infrawise is an AI-agent Azure cost-optimization tool that plugs into a customer's cloud environment through a read-only allowlist of Azure APIs and returns prioritized rightsizing, idle-resource, and…
Kylrix is an open-source, privacy-first productivity suite pitched as a de-Googled, end-to-end-encrypted alternative to Notion, Discord, Google Keep, Bitwarden, and Google Meet. It bundles four apps —…
VastLint is an open-source linter for VAST (Video Ad Serving Template) XML — the IAB standard that delivers video ads to web, mobile, and CTV players. It validates tags against 108 rules spanning VAST…
wrangler.toml is the configuration file for Cloudflare's Wrangler CLI, the tool that deploys code to Cloudflare Workers. It pins the Worker's name, entry script, compatibility date, account, routes, a…
Dead USB Protocol names the reverse-engineering challenge of reconstructing the USB interface of a discontinued consumer device after the original PC software, drivers, and servers are gone. The phras…
Slop Cop is an automated prose linter that flags the rhetorical and structural tells of LLM-generated writing — em-dash pivots, hedge stacks, throat-clearing intros, three-item lists, filler intensifi…
A webhook secret is a shared string used to authenticate webhook deliveries: the sender computes an HMAC signature over the payload with the secret and sends it in a header like `X-Hub-Signature-256`;…
A dependency cooldown is an intentional delay between when a package version is published and when your project is allowed to install it. The idea: let the wider ecosystem absorb the first hours of ri…
We spotted these before they went mainstream.
Anthropic's background-jobs-for-LLMs category now has CrewAI, Devin, Claude Managed Agents, and a dozen Show HN launches.
Karpathy's one-line Feb 2025 tweet spawned a whole genre of tools and a debate over software craftsmanship.
The discipline of shaping LLM context windows went from practitioner slang to a named specialty in under six months.
Every term comes with a full research report
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Four forces, cited to primary sources, balanced on controversy when relevant.
Now / 3–6 mo / 6–12 mo commercial reads, with revenue signal rating.
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