Source library

OpenAI Blog

Google DeepMind Blog

Hugging Face Blog

EleutherAI Blog

Stability AI Blog

Anthropic News

OpenAI (@OpenAI)

Anthropic (@AnthropicAI)

Anthropic official — Claude model releases, safety research, API changes. The upstream signal for everything Claude Code depends on.

Claude Devs — Anthropic Developer Account (@ClaudeDevs)

Anthropic's developer-facing account. Where API + Claude Code + SDK signal lives — the dev-specific channel separate from @AnthropicAI corporate. Densest signal for builders shipping on Claude.

Google DeepMind (@GoogleDeepMind)

Google AI (@GoogleAI)

Google AI research + product umbrella. Announcements for Veo, Imagen, Gemini image/video, and upstream research that lands in the pipeline months later.

Google Developers (@googledevs)

Google AI Studio (@GoogleAIStudio)

The Google tool where Veo 3.x and Gemini image models ship first. Pipeline-critical — any API change or feature drop here affects the production video stack.

Google AI Developers (@googleaidevs)

Dev-facing Google AI account — SDK updates, docs, API quota changes, code samples. Catches breaking changes and new endpoints before they surface on the consumer pages.

Google Cloud (@GoogleCloud)

Meta AI (@AIatMeta)

xAI (@xai)

Microsoft Research (@MSFTResearch)

OpenAI Developers (@OpenAIDevs)

Gemini (@GeminiApp)

The consumer-facing Gemini app account. Signals when new image + video capabilities reach the mass-market tier — useful for tracking what Veo features graduate from Studio to general availability.

Mistral AI (@MistralAI)

Alex Albert — Research, Anthropic (@alexalbert__)

Anthropic head of product. Announces MCP features, Claude model updates, and API changes before the official blog. First-signal source for both MCP and Claude Code.

Amanda Askell — Anthropic Alignment (@AmandaAskell)

Sam Altman — CEO, OpenAI (@sama)

Boris Cherny — Claude Code, Anthropic (@bcherny)

Claude Code engineer at Anthropic. Ships features + shares technical decisions in real time. First-hand signal on what's landing next in the CLI.

Thariq — Claude Code, Anthropic (@trq212)

Claude Code engineer at Anthropic. Implementation-level signal — bug fixes, architecture decisions, MCP transport work.

Austin Lau — Growth Marketing, Anthropic (@helloitsaustin)

Growth marketing at Anthropic. Signals how Claude products are being positioned and what use cases Anthropic is leaning into.

Nano Banana — AI Image Gen on X (@NanoBanana)

Yann LeCun (@ylecun)

Andrej Karpathy (@karpathy)

Ex-Tesla AI, ex-OpenAI. Posts code experiments, training insights, and architectural ideas that predict where the AI stack moves next. Replies included — his best one-liners live in reply threads.

Teknium — Nous Research co-founder, Hermes models · GitHub: teknium1 (@Teknium)

Nous Research co-founder, Hermes model creator. Open-source model drops + fine-tuning patterns the team can run locally.

Nous Research — Hermes Agent (@NousResearch)

Nous Research official — Hermes agent releases, benchmark results, open-weight model announcements.

0xJeff — Researcher/Investor (@0xJeff)

Researcher/investor running 200+ founder-and-builder conversations. Substack at defi0xjeff.substack.com. Shares ad-hoc Hermes, AI tooling, and agent-infra takes; posts surface research-quality insights. Follow-url picks up his Substack longform when he links it.

Steph Ango — Obsidian CEO (@kepano)

Obsidian CEO. Tooling philosophy, plugin architecture, and knowledge-management patterns that shape how the team uses Obsidian.

Demis Hassabis (@demishassabis)

Fei-Fei Li (@drfeifei)

Ian Goodfellow (@goodfellow_ian)

Matt Shumer (@mattshumer_)

Yohei Nakajima (@yoheinakajima)

Logan Kilpatrick (@OfficialLoganK)

Peter Steinberger (@steipete)

OpenServ — AI platform for autonomous businesses (@openservai)

OpenServ official — enterprise-grade reasoning engine, agent marketplace, $SERV launchpad on Base & Solana. Team behind the BRAID structured-reasoning paper (arXiv:2512.15959) that Intel Hub itself runs on. Production deployments at UAE government (via Neol), ThoughtProof, ICM Analytics.

Tim — OpenServ Founder (@open_founder)

Founder @openservai. Strategic signal on the agentic economy thesis, fundraising, partnerships, roadmap. Where the founder-level pivot lands before it reaches the corporate handle.

Armagan Amcalar — OpenServ CTO (@dashersw)

CTO @openservai (also founder @Coyotiv). Architecture-level commentary on the SERV reasoning engine — TEE inference, graph sharding, verification hints, model routing. Tech-debt + capability signal before the marketing version of it lands.

$SERV Token (Base on-chain)

$SERV token price + volume + liquidity feed via DexScreener (Base). Top pair: Aerodrome SERV/WETH at ~$1.4M liquidity. Surfaces tokenomics events (25% rev buyback/burn cadence shows as buy pressure), whale moves around announcements, and gives an independent market read of the project signal the 3 Twitter handles describe in words.

$SERV holder distribution (ICM Analytics)

Daily holder-concentration snapshot for $SERV via ICM Analytics: gini coefficient, top-10/top-50 % of supply, LP/CEX/treasury custody mix, top-100 holders with curated wallet labels. Source slug is `openserv` upstream (Intel Hub slug `serv`).

$SERV swap flow (ICM Analytics)

Trailing-24h aggregate of typed DEX swaps for $SERV via ICM Analytics: buy/sell USD, net flow, top trades with trader EOAs + router + DEX, unique trader count. Runs the full v3 signal pipeline: cohort flow (smart/top/CEX/retail), per-wallet VWAP tape, whale-dump detector, CEX balance flow, concentration trajectory, top-holder rank changes, verdict synthesis. Source slug is `openserv` upstream.

Virtuals Protocol — AI-agent launchpad (@Virtuals_io)

Virtuals Protocol official — the AI-agent launchpad on Base L2 (and Solana) behind the autonomous-agent commerce economy. Bonded-curve agent tokens, the Agent Commerce Protocol (ACP), and the $VIRTUAL platform token used as the bonding-curve quote asset. Most Base L2 AI agents originate on this launchpad; this handle broadcasts protocol-level launches, ACP milestones, partnerships, and ecosystem signal.

Ethermage — Virtuals CEO (@ethermage)

CEO @Virtuals_io. Strategic signal on the agent-launchpad thesis, ACP positioning, tokenomics decisions, partnerships, multi-chain roadmap. Where the CEO-level pivot lands before it reaches the corporate handle.

EverythingEmpty — Virtuals Core Contributor (@everythingempty)

Core contributor @Virtuals_io. Architecture-level commentary on the Virtuals stack — Agent Commerce Protocol (ACP) primitives, agent-runtime, bonding-curve mechanics, builder tooling. Tech-debt + capability signal before the marketing version of it lands.

$VIRTUAL Token (Base on-chain)

$VIRTUAL token price + volume + liquidity feed via DexScreener (Base). Top pair: $VIRTUAL/WETH. Surfaces tokenomics events (buyback/burn cadence shows as buy pressure), bonding-curve flow patterns from agent launches, whale moves around major announcements, and gives an independent market read of the project signal the 3 Twitter handles describe in words.

$VIRTUAL holder distribution (ICM Analytics)

Daily holder-concentration snapshot for $VIRTUAL via ICM Analytics: gini coefficient, top-10/top-50 % of supply, LP/CEX/treasury custody mix, top-100 holders with curated wallet labels. Source slug is `virtuals` upstream. Requires icm-analytics-website to publish `/ai-feed/data/base/virtuals/onchain/holders.json` — gracefully 404-caches until the data plane catches up (see icm-analytics agent_pools.json add-virtuals follow-up).

$VIRTUAL swap flow (ICM Analytics)

Trailing-24h aggregate of typed DEX swaps for $VIRTUAL via ICM Analytics: buy/sell USD, net flow, top trades with trader EOAs + router + DEX, unique trader count. Runs the full v3 signal pipeline: cohort flow (smart/top/CEX/retail), per-wallet VWAP tape, whale-dump detector, CEX balance flow, concentration trajectory, top-holder rank changes, verdict synthesis. Source slug is `virtuals` upstream. Requires icm-analytics-website to publish `/ai-feed/data/base/virtuals/onchain/swaps.jsonl` — gracefully 404-caches until the data plane catches up.

Midjourney (@midjourney)

Saman (@Samann_ai)

Ege Berkina (@egeberkina)

Runway — AI Video Generation (@runwayml)

Runway Gen-3 + Gen-4 video models, AI Festival announcements, Characters API drops. The most prolific Western competitor to Veo — watch for feature parity gaps.

Cristóbal Valenzuela — CEO, Runway (@c_valenzuelab)

Runway CEO. Ships product philosophy + strategic takes that predict where Runway is headed. Good early signal for roadmap shifts before the @runwayml account posts the launch.

Kling AI — Video Generation (@Kling_ai)

Kuaishou-backed Chinese video generation lab. Kling 2.x excels at long-form character continuity — signals where the competitive frontier is on cinematic shot length.

Pika — AI Video Generation (@pika_labs)

Text-to-video + "AI Self" personas. Ships new video models (Pika 2.x) regularly.

Luma AI — Dream Machine (@LumaLabsAI)

Dream Machine text-to-video + Ray3 cinematic API. Creative agents for prolific AI video generation.

Hedra — Character Video (@hedra_labs)

Character-3 talking-character video model. Generative video + image from idea to content.

Hailuo AI — MiniMax Video (@Hailuo_AI)

MiniMax Hailuo 2.3 text-to-video + image-to-video. Known for realistic physics and complex motion.

Superteam — Solana Talent Layer (@superteam)

The talent layer of Solana. Aggregates hackathon news, side tracks, regional announcements (India/UK/UAE/NL/etc.) and builder opportunities.

YouTube Creators — Official (@YouTubeCreators)

Official YouTube Creators account. Policy changes, monetization rules, Shorts algorithm tweaks — the constraints inside which any AI-generated video content has to survive.

NVIDIA AI (@NVIDIAAI)

Soumith Chintala (@soumithchintala)

Thomas Wolf (@Thom_Wolf)

Jeremy Howard (@jeremyphoward)

Chip Huyen (@chipro)

Hugging Face (@huggingface)

Ollama (@ollama)

Modal — Serverless GPU (@modal_labs)

punkpeye — awesome-mcp-servers maintainer (@punkpeye)

Maintains awesome-mcp-servers, the canonical ecosystem catalog. Ground zero for new servers and patterns.

Maryam Miradi — MCP agent architecture (@MaryamMiradi)

Best practical deep dives on MCP agent architecture. Threads cover sampling, dynamic tools, logging, retries, PydanticAI integration.

dsp — Anthropic MTS, MCP core (@dsp_)

Anthropic MTS directly involved with MCP. Authoritative on protocol details and spec intent.

Priyanka Vergadia — MCP vs API expert (@pvergadia)

Crystal-clear MCP vs API comparisons. Best for understanding data flow, discovery, and context-aware agent-tool communication.

Milan Milanović — MCP architecture (@milan_milanovic)

Detailed architecture breakdowns and implementation tips.

X Developers — official X API / xurl / xmcp (@XDevelopers)

Official X developer platform account. Source of truth for X API pricing/endpoint changes and release announcements for xurl (official CLI) and xmcp (official MCP server for X API). Dual-assigned to MCP (xmcp-relevant posts) and agentic-x (platform-directional posts). Aggressive topicality filter in agentic_x BRAID profile downranks consumer X news.

Chris Park — X / @API / @XDevelopers (@chrisparkX)

Works on X, X API, and the Developer Platform team. Surfaces roadmap, endpoint rollouts, and platform-direction signals ahead of the official @XDevelopers broadcast. Dual-assign to agentic-x only; aggressive BRAID topicality filter still applies.

Elon Musk — X owner, API policy direction (@elonmusk)

X owner. High noise (~99% not API-relevant), but rare directional signals on API policy, pricing, agent ecosystem, and developer strategy matter more than anyone else's commentary. The agentic_x BRAID profile aggressively filters on API/developer/xurl/xmcp/pricing keywords — expect <5% of posts to surface.

Allie K. Miller (@alliekmiller)

Erik Brynjolfsson (@erikbryn)

Gary Marcus (@GaryMarcus)

Eliezer Yudkowsky (@ESYudkowsky)

Nige Willson (@nigewillson)

arXiv: Agent Orchestration

arXiv: Generative Image/Art

arXiv: Multi-Agent Systems

arXiv: Model Context Protocol

Papers directly referencing MCP or MCP server/agent patterns. Catches the growing body of academic work on standardized agent-tool interfaces.

arXiv: Agent Tool-Use Protocols

Broader research on LLM tool-use interfaces, function calling standards, and agent-tool orchestration — the design space MCP draws from.

OpenAI Python SDK

Anthropic SDK

Google Gemini SDK

Mistral AI Client

Cohere Python SDK

Claude Code

Claude Code release feed — version bumps, MCP transport improvements, new hooks, slash commands. The primary tool the team codes with daily.

Paperclip AI releases

Paperclip AI release feed. Version bumps, changelogs, breaking changes for the internal ops system.

Obsidian Skills releases

Obsidian Skills plugin releases — the skills layer that integrates with the team's knowledge base.

Obsidian Desktop releases

Obsidian desktop app releases — version bumps for the core app the Skills runtime sits on top of. Catches breaking changes to the plugin API before they surface as Skills runtime failures.

OpenAI Agents SDK

LangChain

LangGraph

AutoGen (Microsoft)

CrewAI

Pydantic AI

DSPy (Stanford)

Haystack (deepset)

Semantic Kernel (Microsoft)

LlamaIndex

smolagents (Hugging Face)

Browser Use

OpenHands (All-Hands AI)

Aider (AI coding)

Ollama

vLLM

llama.cpp

Text Generation Inference (HF)

LiteLLM

LM Studio

Open WebUI

MCP Servers (Anthropic)

Anthropic's @modelcontextprotocol/servers package release feed. Tracks when reference servers ship updates.

MCP Specification

The MCP protocol specification release feed. Source of truth for spec version changes and breaking updates.

MCP TypeScript SDK releases

TypeScript SDK release feed. Tracks SDK version bumps, API changes, and breaking changes for server builders.

xurl — official X API CLI releases (xdevplatform/xurl)

Official X CLI by xdevplatform. Ships a SKILL.md so agents self-discover it as a native tool. Release cadence signals X's agent-tooling trajectory; directly relevant for MCP builders wiring X into agents.

xmcp — official X API MCP server releases (xdevplatform/xmcp)

Official MCP server for the X API by xdevplatform — exposes 130+ X API tools via FastMCP. Currently pre-release (releases.atom empty as of 2026-04-21) but added early so we catch v1.0.0 the minute it ships. Directly MCP-relevant AND agentic-x-relevant (dual-assigned).

xdk-typescript — official X API TypeScript SDK (xdevplatform/xdk-typescript)

Official X API v2 TypeScript SDK by xdevplatform. Announced 2025-11-03. Handles OAuth, pagination, streaming. Tracking this releases feed tells us when our lib/x-api/ hand-rolled client could be replaced with the official SDK (Phase 3 commercial account refactor candidate). Latest v0.5.0 (Feb 2026).

xdk-python — official X API Python SDK (xdevplatform/xdk-python)

Official X API v2 Python SDK by xdevplatform. Companion to xdk-typescript. Latest v0.9.0 (ahead of the TypeScript version). Release cadence signals what X considers API-v2-first vs legacy.

xdk — X API SDK generator (xdevplatform/xdk)

The SDK generator that produces xdk-typescript and xdk-python. Changes here ripple into both language SDKs. Currently pre-1.0 (v0.2.1-beta as of 2026-04-21). Tracking so we see generator-level changes (new endpoints, new auth flows) before they show up in the generated SDKs.

ComfyUI

Stable Diffusion WebUI (AUTOMATIC1111)

Fooocus

Diffusers (Hugging Face)

FLUX (Black Forest Labs)

Transformers (Hugging Face)

PyTorch

Llama (Meta)

Mistral Inference

Whisper (OpenAI)

Unsloth (fast fine-tuning)

Google AI Blog

Meta AI Blog

Microsoft Research Blog

Simon Willison (LLM tooling)

Lilian Weng (OpenAI researcher)

Hacker News: AI

r/MachineLearning

r/LocalLLaMA

r/StableDiffusion

r/Singularity

Two Minute Papers

Yannic Kilcher

3Blue1Brown

Fireship

Matt Wolfe (AI news)

Curious Refuge — AI Filmmaking

AI filmmaking tutorials + viral format breakdowns. Tracks which Veo + Runway techniques are peaking with creators — early signal for memeable templates worth turning into PFP animation workflows.

Tao Prompts — Veo 3 Tutorials

Veo 3 prompt-engineering tutorials. Shows the exact wording + reference-image patterns that unlock specific visual styles — pure prompt craft for the pipeline team.

Dan Kieft — AI Animation

AI animation workflows — character rigs, identity lock, multi-shot continuity. Bridges the gap between raw model output and finished animated content.

The Batch (Andrew Ng)

Import AI (Jack Clark)

TLDR AI

pump.fun (@pumpdotfun)

Market anchor — BTC / ETH / AERO

Hourly snapshot of macro crypto anchors (BTC + ETH + AERO via DexScreener). Read at briefing-prompt-build-time by every token package so token-specific moves get framed against sector context — without each package paying for the fetch.

$APED Token (Solana on-chain)

$APED token on-chain price + volume feed via DexScreener. Surfaces market health for the memecoin this package is built around.

Dev.to #ai

Dev.to #machinelearning

Medium: Artificial Intelligence

AI Explained (YouTube)

arXiv: AI (Top Relevance)

arXiv: LLM (Top Relevance)

arXiv: AI Agents (Top Relevance)

Google Search Central Blog

Search Engine Land

Growth Memo (Kevin Indig)

Marie Haynes

Lily Ray (AI & SEO)

iPullRank Blog (Mike King - GEO)

SparkToro Blog (Rand Fishkin)

Search Engine Journal

SE Ranking Blog

Otterly.ai Blog

Zyppy Signal — Cyrus Shepard

Search Engine Roundtable — Barry Schwartz

Ahrefs Blog

Semrush Blog

Moz Blog

WordLift Blog

Cloudflare Blog — AI & Agents

web.dev — Chrome Team

Chrome for Developers

Schema.org Releases (GitHub)

HTTP Archive Discussion

HubSpot Marketing Blog

Marketing AI Institute

Lenny's Newsletter (Product Growth)

Andrew Chen (a16z - AI Growth)

CMSWire (Agentic AI Marketing)

Adweek (AI Marketing Trends)

Google Search Central — Official (@googlesearchc)

John Mueller — Google Search (@JohnMu)

Lily Ray — AI + Search (@lilyraynyc)

Kevin Indig — AI Growth (@Kevin_Indig)

Mike King — GEO Pioneer (@iPullRank)

Rand Fishkin — Zero-Click, AI Search (@randfish)

Dharmesh Shah — HubSpot CTO, AI Marketing (@dharmesh)

Gabor Cselle — AI Search Products (@gaborcselle)

Paul Graham — Startup Growth (@paulg)

Andrew Chen — a16z, AI Growth Loops (@andrewchen)

Paul Roetzer — Marketing AI Institute (@paulroetzer)

Amanda Natividad — SparkToro, Audience Research (@amandanat)

Eli Schwartz — Product-Led SEO (@5le)

Robert Rose — CMI, Agentic Content (@Robert_Rose)

Dixon Jones — InLinks, Entity SEO (@Dixon_Jones)

Wil Reynolds — Seer Interactive, AI Agency Ops (@wilreynolds)

Fabrice Canel — Bing Principal PM (@facan)

Bing Webmaster — Official (@BingWMC)

Aravind Srinivas — Perplexity CEO (@AravSrinivas)

Barry Schwartz — SE Roundtable (@rustybrick)

Jason Barnard — Kalicube, Entity SEO (@jasonmbarnard)

Cyrus Shepard — Zyppy, CTR Research (@CyrusShepard)

Aleyda Solis — SEOFOMO, International SEO (@aleyda)

r/bigseo

r/ArtificialIntelligence

r/TechSEO

Wes McDowell (AI Marketing)

Marketing AI Institute — AI Show Podcast

arXiv: Information Retrieval & Search

arXiv: Generative Engine Optimization

arXiv: AI Citation & Attribution

arXiv: Structured Data & Knowledge Graphs

MarTech.org

Copy.ai Blog

Jasper AI Blog

Demand Gen Report

Neil Patel — AI-Driven Marketing (@neilpatel)

Aravind Srinivas — CEO, Perplexity (@AravSrinivas)

Dotta — Paperclip Creator (@dotta)

Paperclip creator. Product direction, architecture decisions, and builder strategies for the ops system the team runs daily.

Paperclip — Official (@papercliping)

Official Paperclip account. Product announcements, release notes, and team updates direct from the source.

Greg Isenberg — Builder & Community (@gregisenberg)

Builder & community strategist. AI-native business patterns, startup playbooks, and 'what to build next' ideas.

Startup Ideas Pod (@startupideaspod)

Startup Ideas podcast companion feed. Curated business ideas at the intersection of AI and product.

Denis Yarats — Cofounder & CTO, Perplexity (@denisyarats)

Dmytro Dzhulgakov — Co-founder & CTO, Fireworks AI (@dzhulgakov)

Harrison Chase — CEO, LangChain (@hwchase17)

Jerry Liu — CEO, LlamaIndex (@jerryjliu0)

Aman Sanger — Founder, Cursor (@amanrsanger)

Scott Wu — CEO, Cognition (@ScottWu46)

Amjad Masad — CEO, Replit (@amasad)

DeepSeek (@deepseek_ai)

Cursor (@cursor_ai)

Windsurf (@windsurf_ai)

v0 by Vercel (@v0)

Vercel (@vercel)

Perplexity (@perplexity_ai)

LangChain (@LangChainAI)

r/marketingautomation

r/ArtificialIntelligence (Marketing)

arXiv: AI Marketing & Personalization

Bittensor Blog

Opentensor Foundation (Medium)

Ritual Blog

Ocean Protocol Blog

Morpheus AI Blog

Vana Blog

Masa Blog

Opentensor Foundation (@opentensor)

Const (@const_reborn, Bittensor Founder)

Bittensor (@baborosciux)

Ritual (@ritaborosciual_net)

Ocean Protocol (@oceanprotocol)

Morpheus AI (@MorpheusAIs)

Masa (@getmasafi)

Vana (@withvana)

Rayon Labs (@rayon_labs)

Macrocosmos (@MacrocosmosAI)

Taoshi — SN8 Time Series (@taaboroscioshi)

Venice (@tryvenice)

Erik Voorhees (@ErikVoorhees)

Venice Protocol Blog

Colosseum — Hackathon & Accelerator (@colosseum)

Colosseum official — hackathon announcements, deadline changes, workshop schedules, accelerator news. The authoritative voice for anything competition-related.

Helius — Solana RPC/Infra (@Helius)

Helius Solana RPC + data infrastructure. API cost changes, new endpoints, LaserStream gRPC — the infra hackathon builders integrate with mid-build.

Matt Taylor — Colosseum Founder (@mattytay)

Colosseum founder Matt Taylor. Hackathon pacing metrics, VC fund deployment signals, accelerator strategy. First-person signal on where Colosseum is heading.

Crabbylions — Colosseum Founder (@crabbylions)

Colosseum co-founder. Hackathon commentary, Copilot product launches, builder community signal.

Nate Levine — Colosseum Founder (@n8levine)

Colosseum co-founder Nate Levine. Hackathon operations, judging criteria hints, builder community engagement.

Solana Foundation (@SolanaFndn)

Solana Foundation — token holder reports, institutional allocator content, ecosystem health metrics. The institutional layer underneath the hackathon.

Toly — Solana Co-founder (@toly)

Solana (@solana)

Solana official — ecosystem announcements, RPC 2.0, Cashtags integration, developer spotlights. The platform the hackathon runs on.

Solana Developers (@solana_devs)

Solana Developers — SDK updates, dev guides, funding opportunities (Alchemy $20M). The dev-facing signal for builders shipping on Solana.

Triton One — Solana RPC (@triton_one)

Triton One Solana RPC provider. Deshred latency data, WebSocket upgrades, Pirates Parley podcast with Colosseum founders. Infrastructure signal + community voice.

Chris Dixon — Managing Partner @a16zcrypto (@cdixon)

a16z crypto Managing Partner. Long-form thesis, web3 framing, founder-facing investment commentary. Heavyweight signal on where a16z thinks the next crypto cycle goes.

Ali Yahya — GP @a16zcrypto (@alive_eth)

a16z crypto General Partner, ex-Google Brain/X. Technical takes on infra, ZK, decentralized compute. Bridges deep-tech research and crypto capital allocation.

Guy Wuollet — GP @a16zcrypto (@guywuolletjr)

a16z crypto GP. Protocol-level commentary on infrastructure plays, modular stacks, and emerging chains. Useful tell for which infra theses a16z is funding next.

Eddy Lazzarin — CTO @a16zcrypto (@eddylazzarin)

a16z crypto CTO. Engineering-side perspective on protocol design, security, dev tooling. The technical voice inside a16z that builders actually listen to.

Robert Hackett — Editor @a16zcrypto (@rhackett)

a16z crypto editor (formerly Fortune Crypto). Surfaces a16z published content, partner essays, and the firm's narrative pushes. Best signal for what a16z wants the public to think this week.

a16z crypto (YouTube)

a16z crypto YouTube — long-form interviews, partner essays read aloud, conference talks, founder conversations. The thesis content in video form. Free to ingest via yt-dlp + whisper.

Anchor Framework (Solana)

Anchor framework releases — the Solana smart contract framework most hackathon projects build on. Breaking changes here break your submission.

Venice AI Releases

Bittensor Core Releases

Subtensor Releases

r/bittensor

r/decentralizedAI

arXiv: Decentralized Machine Learning

arXiv: Federated Learning & Incentive Mechanisms

The Verge - AI

TechCrunch - AI

Ars Technica - AI

Andrej Karpathy

Karpathy GitHub activity

Karpathy's GitHub commits — code experiments, training scripts, and architectural spikes that signal what he's exploring.

Karpathy gists/ideas

Karpathy's gists — quick ideas, code snippets, and thought experiments shared publicly.

sentdex

Lex Fridman

Stanford HAI

MIT CSAIL

NeurIPS

Matthew Berman

Wes Roth

TheAIGRID

David Shapiro

Sam Witteveen

James Briggs

Prompt Engineering

DeepSeek AI

NVIDIA Developer

Hugging Face

TechLinked

bycloud

World of AI

OpenAI

Latent Space

Gradient Dissent (W&B)

No Priors (a16z)

Practical AI (Changelog)

The AI Podcast (NVIDIA)

The Cognitive Revolution

Last Week in AI

Lex Fridman Podcast

Hard Fork (NYT)

Eye on AI

AI Daily Brief (Nathaniel Whittemore)

This Day in AI Podcast

ML Street Talk

Ben's Bites

The Rundown AI

Ahead of AI (Sebastian Raschka)

Interconnects (Nathan Lambert)

One Useful Thing (Ethan Mollick)

AI Snake Oil

The Gradient

Davis Summarizes Papers

Stratechery (Ben Thompson)

AI Supremacy

SemiAnalysis

The Transformer (Mihail Eric)

AI Tidbits

ChinAI Newsletter

r/OpenAI

r/ClaudeAI

r/artificial

r/MLOps

r/agi

HN: Machine Learning

HN: Show HN AI

HN: Autonomous Agents

HN: Claude

a16z AI Blog

Sequoia Capital Blog

TechCrunch Funding

VentureBeat AI

Crunchbase News

The Information Blog

PitchBook Blog

White House AI

NIST AI

Brookings AI

MIT Technology Review AI

WIRED AI

AI Now Institute

Future of Life Institute

Center for AI Safety Blog

arXiv: Computational Linguistics (cs.CL)

arXiv: Computer Vision (cs.CV)

arXiv: Robotics (cs.RO)

arXiv: Machine Learning (cs.LG)

arXiv: LLM Reasoning

arXiv: RLHF & Alignment

arXiv: Code Generation

arXiv: Multimodal AI

Jim Fan (@DrJimFan)

Swyx (@swyx)

Jason Wei (@_jasonwei)

Noam Brown (@polynoamial)

Elad Gil (@eladgil)

Emad Mostaque (@EMostaque)

Alexandr Wang (@alexandr_wang)

Clement Delangue (@ClementDelangue)

Guillaume Lample (@GuillaumeLample)

Arthur Mensch — Mistral (@arthurmensch)

Dario Amodei (@DarioAmodei)

Jack Clark (@jackclarkSF)

Richard Socher (@RichardSocher)

Arvind Narayanan (@random_walker)

Dan Hendrycks — CAIS Director (@DanHendrycks)

Cursor Releases

Continue (AI IDE)

Tabby (self-hosted AI coding)

SGLang

Mistral Common

OpenRouter

Jan (local AI)

MLX (Apple)

Triton (OpenAI)

TRL (HF - RLHF training)

Axolotl (fine-tuning)

Guidance (Microsoft)

Outlines (structured gen)

Instructor (structured outputs)

Marvin (Prefect AI)

Phidata (agent framework)

Agno

Mem0 (AI memory)

Letta (MemGPT)

Qdrant (vector DB)

Chroma (vector DB)

Weaviate (vector DB)

Milvus (vector DB)

RAGAS (RAG eval)

Mistral AI Blog

Cohere Blog

Together AI Blog

Replicate Blog

Replicate hosts the widest spread of open-source video + image models behind one API. Their blog previews newly-hosted models before they surface elsewhere — early signal for what joins the competitive stack.

Anyscale Blog

NVIDIA AI Blog

Amazon Science

Apple Machine Learning Research

Databricks Blog

Modal Blog

Hacker News (AI-filtered)

Latent Space Podcast

PubMed: Genomics & Genetics

PubMed: Pharmacogenomics

PubMed: Nutrigenomics

NHGRI News (National Human Genome Research)

GenomeWeb News

NIH Director's Blog

Nature Genetics (Latest Research)

SNPedia Recent Changes

Google Search Central Blog

Bing Webmaster Blog

ELLE Decor

Architectural Digest

Dezeen — Interiors

Design Milk

Yellowtrace

Remodelista

The Cool Hunter — Design

Wallpaper Magazine

Monocle Design

Surface Magazine

Designboom

Livingetc

Cool Hunting

Trendland

India Design ID

Design Pataki (India)

ELLE Decor India

Designboom — China

ArchDaily China

Mooool (木藕设计)

Mooool Interior

理想生活实验室 (Ideal Life Lab)

Arkitera (Turkey)

Tasarım Yarışmaları (Turkey)

Spoon & Tamago (Japan)

Pen Magazine (Tokyo)

ArchDaily Brasil

Nordic Design

GitHub Security Blog

Checkmarx Security Blog

Snyk Vulnerability DB Blog

OSV.dev Blog

CISA Cybersecurity Advisories

HN Supply Chain Security

Reddit r/popular

Reddit's cross-subreddit "popular" feed — the first place a viral image, video, or story surfaces with human-flagged votes. Highest-signal Reddit feed for worldwide virality.

Reddit r/all rising

Reddit's rising-velocity feed across all subs. Earlier signal than r/popular — catches the climb, not the peak.

Reddit r/worldnews rising

Cross-border breaking news rising on Reddit. Catches global news virality before it hits mainstream aggregators.

Reddit r/news rising

US-leaning general news rising on Reddit. Companion to r/worldnews for North-American virality.

Reddit r/InternetIsBeautiful rising

Curated viral websites and tools. Useful for catching format/UX trends a creator could replicate.

Reddit r/nextfuckinglevel rising

Skill, awe, and stunt content rising on Reddit. Strong overlap with TikTok visual-shock virality.

Reddit r/Damnthatsinteresting rising

Curiosity-gap virality — facts, science, history. Catches the explainer/edutainment niche.

Reddit r/MadeMeSmile rising

Feel-good viral content — mainstream-friendly, broad-appeal, high share rate.

Reddit r/TikTokCringe rising

Explicit TikTok cross-post sub. Highest direct cross-platform repost signal — every post is a TikTok video that escaped the FYP into Reddit attention.

Reddit r/PublicFreakout rising

Large video-repost sub with mixed origin (TikTok / IG / YT / direct). High volume + carries explicit platform URLs in many posts.

Reddit r/HumansBeingBros rising

Feel-good cross-platform video repost cluster. Companion to r/MadeMeSmile with longer-form clips often from TikTok.

Reddit r/oddlysatisfying rising

Visual-pattern repost cluster — heavy TikTok overlap on satisfying ASMR / process / craft clips.

Reddit r/interestingasfuck rising

Broad-appeal curiosity-gap video repost cluster. Companion to r/Damnthatsinteresting with more video-heavy content.

Reddit r/contagiouslaughter rising

Humor video repost cluster — strong overlap with TikTok comedy FYP. Pure-laugh hook signal.

Reddit r/Unexpected rising

Short twist-ending clip cluster. Maps to TikTok's "wait for it" hook archetype — high overlap with caption-patterns:wait_for_it.

Reddit r/instant_regret rising

Fail / consequence clip cluster. Strong TikTok cross-platform overlap on short comedic mishap content.

Reddit r/woahdude rising

Visually-striking clip cluster — overlaps with TikTok mind-bending visual content + AI-generated video peaks.

Reddit r/BeAmazed rising

Awe / skill / craft clip cluster. Complements r/nextfuckinglevel with broader-appeal content.

Google Trends — Daily US

Google's official daily trending searches for the US. Search-interest is a leading indicator: spikes here often precede TikTok/X virality by hours.

Google Trends — Daily UK

Daily trending searches for the UK.

Google Trends — Daily Japan

Daily trending searches for Japan.

Google Trends — Daily Brazil

Daily trending searches for Brazil.

Google Trends — Daily Germany

Daily trending searches for Germany.

Google Trends — Daily France

Daily trending searches for France.

Google Trends — Daily India

Daily trending searches for India — largest English-speaking search market.

Google Trends — Daily South Korea

Daily trending searches for South Korea — early signal for K-pop, gaming, and East-Asian format trends.

Wikipedia Pageviews — English

Top 50 English-Wikipedia articles by pageviews. Pageview spikes lead news/cultural virality (Mestyán et al. 2013).

Mastodon Trends — mastodon.social

Trending hashtags from the largest Mastodon instance. Federated, ad-free signal — early-creator-tech audience surfaces format trends ahead of commercial platforms.

Product Hunt — Front Page

New product launches voted up on Product Hunt. Catches builder-tool and consumer-app virality before commercial blogs cover them.

Apple Music — Top Songs US

Apple Music top-played in the US. Music virality is a leading indicator for short-form video sounds — songs hit Apple Charts within 48h of TikTok takeoff.

Apple Music — Top Songs UK

Apple Music top-played in the UK.

Apple Music — Top Songs Japan

Apple Music top-played in Japan.

Apple Podcasts — Top US

Apple Podcasts top chart, US. Long-form virality — episodes that spike here often drive cultural conversation.

Apple Books — Top Paid US

Apple Books top-paid, US. BookTok virality leaks into Apple Books charts within days — strong cross-platform signal.

YouTube Trending — US

YouTube top-trending videos, US. Algorithmic + view-based trending feed — pure consumption signal, no editorial layer.

YouTube Trending — UK

YouTube top-trending videos, UK.

YouTube Trending — Japan

YouTube top-trending videos, Japan. APAC pulse anchor.

YouTube Trending — Brazil

YouTube top-trending videos, Brazil. LatAm pulse anchor.

YouTube Trending — Germany

YouTube top-trending videos, Germany. DACH pulse anchor.

YouTube Trending — France

YouTube top-trending videos, France. Primary-market confirmation layer for the FR-first product.

X.com Trends — Global

Top trending topics on X.com globally (WOEID 1). Real-time conversation pulse — the deck-spec L1 source for Nexclip.

X.com Trends — US

Top trending topics on X.com in the United States (WOEID 23424977).

X.com Trends — UK

Top trending topics on X.com in the United Kingdom (WOEID 23424975).

X.com Trends — Japan

Top trending topics on X.com in Japan (WOEID 23424905).

X.com Trends — Brazil

Top trending topics on X.com in Brazil (WOEID 23424768).

X.com Trends — Germany

Top trending topics on X.com in Germany (WOEID 23424829).

X.com Trends — France

Top trending topics on X.com in France (WOEID 23424819).

TikTok For-You Trending — US

Top trending videos on the TikTok For-You feed, US. Each video carries hashtags, music ID, creator handle, and engagement metrics — the source of truth for short-form viral signals.

TikTok For-You Trending — GB

Top trending videos on the TikTok For-You feed, United Kingdom. Catches English-language trends that cross to/from US-TikTok and Europe-only content.

TikTok For-You Trending — JP

Top trending videos on the TikTok For-You feed, Japan. Anime/manga/J-pop format leader — Japanese trends often cross to Western TikTok 24-72h later.

TikTok For-You Trending — FR

Top trending videos on the TikTok For-You feed, France. THE pilot market — full-depth pull (250/tick); French-language trends + EU narrative anchor.

TikTok For-You Trending — BE

Top trending videos on the TikTok For-You feed, Belgium. Mixed Dutch/French/English content; high overlap with FR + NL markets — operator should de-dupe at the trend layer.

TikTok For-You Trending — NL

Top trending videos on the TikTok For-You feed, Netherlands. Dutch-language trends; often leads BE Dutch-content and cross-pollinates with GB/DE neighboring markets.

TikTok For-You Trending — AE

Top trending videos on the TikTok For-You feed, United Arab Emirates. MENA hub: Arabic + English mix, often leads Gulf region trends.

TikTok For-You Trending — SA

Top trending videos on the TikTok For-You feed, Saudi Arabia. Largest Arabic-language TikTok market; Khaleeji content + religious / cultural moments anchor here.

Truth Social — @realDonaldTrump

Donald Trump on Truth Social. Posts frequently catalyze meme-coin launches and cross-platform virality within hours.

Truth Social — @WhiteHouse

White House Truth Social channel — official policy + statement releases.

Truth Social — @PressSec

White House Press Secretary on Truth Social.

Instagram Reels — #fitness

Top Instagram Reels for #fitness. Cross-platform confirmation for TikTok fitness trends.

Instagram Reels — #fashion

Top Instagram Reels for #fashion. Cross-platform confirmation for TikTok fashion/style trends.

Instagram Reels — #food

Top Instagram Reels for #food. Cross-platform confirmation for TikTok food/recipe trends.

Hacker News — Front Page

HN front page — community-voted, no editorial layer. Pure attention signal for the tech-builder audience.

AI Cinema — Fruit Love Island originator, 300M views (@ai.cinema021)

Originator of Fruit Love Island AI microdrama (March 13 2026). Account hit 3M followers in 9 days, 300M cumulative views before mass-reporting shutdown March 28. Stage-1 originator — when a new series ships from this lineage, expect amplifier wave within days.

OnlyMoviesFr — French Skibidi Tentafruit Island, Oasis brand collab (@OnlyMoviesFr)

French localizer of Fruit Love Island ("L'île de la Skibidi Tentafruit", March 18 2026). 14.3M views/episode, brand collab with Oasis confirmed. Two French business school students — exemplar Stage-4 LOCALIZER (Nexclip sweet spot) and proof of stage-4-to-5 progression with brand jump.

BurgerMerda — alternate Tralalero Tralala origin, Sept 2024 (@burgermerda)

Alternative origin source for Tralalero Tralala foundational audio (September 2024). Per Wikipedia, may be the actual first creator — eZburger401 posted Jan 2025 but burgermerda audio predates by 4 months. Stage-1 originator candidate.

Nox — Tung Tung Tung Sahur originator, Feb 2025 Indonesian (@noxaasht)

Verified originator of Tung Tung Tung Sahur character (published Feb 28 2025). Now copyrighted via Mementum Lab — meaning the character broke through to merchandising. High-leverage Stage-1 originator with proven track record.

Demon Flying Fox — OG AI lab, Harry Potter Balenciaga viral creator (@demonflyingfox)

Original AI-format pioneer (Harry Potter Balenciaga, 2023). Pre-Stage-2 originator account. Watch for new format DNA — even when posts are not themselves viral, they predict format vocabularies that reach virality 4-12 weeks later.

Trombone Chef — early fruit-AI experimenter, pre-Fruit Love Island (@trombonechef)

Early experimenter running fruit-AI formats months before @ai.cinema021 broke 300M views with Fruit Love Island. Lineage proves the originator → amplifier transition takes weeks-to-months — watch for the next vegetable/animal/object lineage emerging here.

Mar VDC — FR weekly trend recap 'les trends du moment' (@mar.vdc_)

French-language weekly trend recap. Leading indicator for FR-localizer Stage-4 emergence — the exact stage Nexclip's users localize from. Confirmed FR-Skibidi-Tentafruit was on this account before @OnlyMoviesFr broke through.

Theoretically Media (Tim Simmons) — 170K subs, "synthetic cinematography"

Single best AI video tool YouTuber. Ex-Hollywood documentarian. Weekly deep coverage of Sora / Veo / Kling / Runway — composes scenes using all of them. 170K subs but high-quality audience (filmmakers, technical creators).

Bilawal Sidhu — 1.5M subs, creative technologist (VFX background)

VFX background creative technologist. 1.5M YouTube + 500M cumulative views. Catches Veo / Runway / Kling capability shifts within hours of release with worked examples. Highest-reach AI video tool tracker on YouTube.

MattVidPro AI — AI video tool reviews, format-focused

AI video tool focus, more frequent posts than Theoretically Media. Tests Sora alternatives (Veo/Kling/Pika/Runway) hands-on. Useful for "what works in 2026 post-Sora-shutdown" coverage.

Bilawal Sidhu — creative technologist, AI video tool tracker (@bilawalsidhu)

Same person as Bilawal Sidhu YouTube. X presence is faster-cycle — posts Veo/Runway capability examples within hours of release. Pair with the YouTube source for both fast-signal (X) and depth (YT).

Min Choi — AI tool roundups, prolific (53K+ posts) (@minchoi)

Relentless AI tool roundups, very high volume (53K+ posts on X). Catches format DNA across multiple lineages because the post cadence is daily-multiple. Use as breadth signal.

Karen X Cheng — AI video creator (@karenxcheng) — 1M TikTok / 1M IG

Cross-platform AI video creator with technical taste — 1M TikTok + 1M IG. What she experiments with, others copy. Posts threads about the tool stack she's using each week.

Rowan Cheung — The Rundown AI founder (newsletter 2M+ subs) (@rowancheung)

Founder of The Rundown AI newsletter (2M+ subscribers — largest AI newsletter on the internet). His X is the daily-firehose version. Curates AI releases across the entire stack including video tools.

Matt Wolfe — Future Tools curator, broad AI release coverage (@mreflow)

Future Tools (futuretools.io) curator. Daily AI release coverage with curated database underneath. Less video-specific but high reliability — releases hit his curation within hours.

Ben Tossell — Ben's Bites newsletter (120K+ subs) (@bentossell)

Ben's Bites newsletter (120K+ subscribers). High-quality AI release filter — what reaches the newsletter has been pre-filtered by an editor for relevance. Useful as second-pass confirmation.

Seedance (ByteDance) — text/image/audio/video multi-input, 4-15s clips at 1080p

ByteDance Seedance 2.0 launched Feb 2026. Multi-input (text/image/audio/video), 4-15s 1080p clips. ByteDance distribution = direct TikTok integration path — capability shifts here propagate to TikTok creator pool fastest.

Reddit r/StableDiffusion rising — 1M+ subs, largest AI creator community

Largest AI creator community on the internet (1M+ subs). Multimodal-aware despite the name — covers video, image, audio AI. Capability frontier shows up here first, before commercial tool integration.

Reddit r/comfyui rising — technical AI workflow community

ComfyUI is the dominant open-source AI video/image workflow tool. r/comfyui rising is a leading-indicator on what's becoming possible — workflows get built before formats emerge from them.

Reddit r/aivideo rising — AI video creator community

Smaller than r/StableDiffusion but on-topic. AI-video-creator community discusses tool comparisons, format experiments, prompt engineering. Useful for cross-confirmation of what's being attempted right now.

Reddit r/MachineLearning rising — research community

r/MachineLearning is where new papers, models, and techniques first land in the broader community. Rising posts surface the next 2-8 weeks of techniques creators will operationalize.

Reddit r/LocalLLaMA rising — open-weights LLM community

r/LocalLLaMA is the open-source LLM (Llama, Mistral, Qwen, DeepSeek) power-user community. Rising posts cover model releases, fine-tunes, quantization, and inference optimization — the frontier of self-hosted gen-AI.

Hugging Face Trending Models — RSS via zernel feed

Community-built RSS of HuggingFace trending models. What people are RUNNING right now — closer to creator signal than arxiv (which is 6-12 weeks too upstream). Useful for catching open-source video models (Wan2.2-TI2V-5B, etc.) becoming mainstream.

Hugging Face Daily Papers — community-curated AI research firehose

Community-curated daily AI papers. Used as 6-12 week LEADING indicator for capability shifts (paper → tool → creator → format). Filtered downstream via BRAID extraction lens for video/audio/multimodal relevance.

Suno — AI music generation (@suno_ai_)

AI music model release feed. New voice / language / style capabilities precede sound-trend viral waves.

ElevenLabs — AI voice synthesis (@elevenlabsio)

AI voice release feed. New language support / voice cloning capabilities precede dialogue-format virals (Italian Brainrot ← ElevenLabs Italian voice, Jan 2025).

Wan AI Video — Alibaba video model (@Alibaba_Wan)

Wan AI video model release feed (Alibaba). One of the fastest-iterating Asian-market AI video models — capability shifts here precede non-EN format waves.

Reddit r/OutOfTheLoop rising

When an AI meme arrives on r/OutOfTheLoop, it has crossed Stage 3 — non-Gen-Z audiences asking "what is this?" is the canonical late-stage-2 / early-stage-3 marker per Bharin's brief.

Know Your Meme — submissions (AI-filtered)

Know Your Meme submissions feed. Best origin-tracking on the open web. "Confirmed" tag on KYM = Stage 4 imminent, peak in days. AI-format filtering happens downstream via the BRAID extraction lens.

GitLawb — The git layer for the AI-native internet. (@gitlawb)

Official @gitlawb account. Project narrative for $GITLAWB on Base — releases, milestones, ecosystem moves. Auto-derived from clients/gitlawb/intel.json.

$GITLAWB Token (Base on-chain)

$GITLAWB on-chain price + volume + liquidity feed via DexScreener (Base). Auto-derived from clients/gitlawb/intel.json. ICM Analytics' Base L2 indexer provides swap-level depth + holder distribution + smart-money flows in parallel via shared/base/ at icm-analytics.com.

$GITLAWB whale flow (Base RPC)

Significant ERC-20 Transfer events for $GITLAWB on Base, polled directly from the free public RPC pool (mainnet.base.org, PublicNode, dRPC, Ankr). Filter: top transfers per scan with >0.5% of supply OR top-N by raw amount. Auto-derived from clients/gitlawb/intel.json.

$GITLAWB holder distribution (ICM Analytics)

Daily holder-concentration snapshot for $GITLAWB: gini coefficient, top-10 / top-50 % of supply, LP/CEX/treasury custody mix, top 100 holders with curated wallet labels. Sourced from icm-analytics.com's Python pipeline (transfer event indexing + balance replay + label sources). Auto-derived from clients/gitlawb/intel.json.

$GITLAWB on-chain activity (ICM Analytics)

Daily on-chain activity snapshot for $GITLAWB: 7d/30d new-address counts, transfer volume, unique counterparties, and the ICM diversity score (transfer-graph entropy). Surfaces community growth + network distribution beyond the headline price feed. Auto-derived from clients/gitlawb/intel.json.

$GITLAWB swap flow (ICM Analytics)

Trailing-24h aggregate of typed DEX swaps for $GITLAWB: buy/sell counts + USD, net flow, top trades with trader EOAs + router + DEX, unique trader count. Sourced from icm-analytics.com's curated swap log (range-requested tail, ~1MB per poll). Auto-derived from clients/gitlawb/intel.json.

GitLawb — org events (Gitlawb)

GitHub org events for @Gitlawb — pushes, PRs, releases, issues, stars across every public repo. Polled via api.github.com/orgs/Gitlawb/events (60/hr anon, 5000/hr authed). Auto-derived from clients/gitlawb/intel.json (github field).

GitLawb — contributor stats (Gitlawb)

Daily contributor-stats snapshot for @Gitlawb. Aggregates the past 7 days of commits/additions/deletions per contributor across every public repo via /repos/.../stats/contributors, plus new-contributor + sustained-contributor classification. One feed_item per day. Auto-derived from clients/gitlawb/intel.json (github field).

GitLawb — CEO @kevincodex

Founder/team account @kevincodex (CEO) for GitLawb. Auto-derived from clients/gitlawb/intel.json (founders[]).

GitLawb — keyRepo commits (Gitlawb/node)

Operator-curated keyRepo for GitLawb — Gitlawb/node (commits signal). Auto-derived from clients/gitlawb/intel.json (fundamentals.keyRepos[]).

GitLawb — keyRepo releases (Gitlawb/contracts)

Operator-curated keyRepo for GitLawb — Gitlawb/contracts (releases signal). Auto-derived from clients/gitlawb/intel.json (fundamentals.keyRepos[]).

GitLawb — keyRepo commits (Gitlawb/node-explorer)

Operator-curated keyRepo for GitLawb — Gitlawb/node-explorer (commits signal). Auto-derived from clients/gitlawb/intel.json (fundamentals.keyRepos[]).