drix10/ai-resources

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100,000+ AI briefings in 41 categories: models, dev tools, agents, research, funding. New briefings are fact-checked against their source post and link to it. Plain Markdown, CC BY 4.0.

Overview

Read it · Browse 41 categories · Plug it into your agent · Search the archive Checked against the source A number, unit, model version or name that is not in the source post gets the briefing rejected and rewritten. Every claim has a link The original post and the page it points to, copied by code, never written by the model. 41 categories Models, dev tools, research and funding, plus robotics, climate, quantum, security and crypto. Ready for your agent MCP server, Agent Skill, JSON API and llms.txt. Plain Markdown under CC BY 4.0. Read it The newest digests on blogs.drix10.com , with search, topic pages and an RSS feed . Or open any category below and read its latest digest here on GitHub. Star and watch the repo to get new digests as they land. Ask it from your agent Claude, Cursor, VS Code or Windsurf answer "what did Anthropic ship this week?" from the briefings, with dates and source links. No key, no account.

README

Three ways in

What a briefing looks like

A real briefing from AI Developer Tools #296. Every digest file holds 5 to 12 of these.

Who it is for

Engineers building with AI. What changed in models, inference, agents, MCP and dev tools, with the benchmark number and the link, in AI Developer Tools and Tech Infrastructure.
Founders and investors. Rounds, launches and revenue figures as they are announced, in AI Companies and Ventures, VC Firms and Founders and Entrepreneurs.
Researchers and students. What the people in the field are publishing and arguing about, in CS Academics and Neuroscience and AI.
Anyone building RAG, agents or evals. A 100,000-item corpus of dated, sourced AI news under CC BY 4.0.

Awesome lists are still the better pick for a vetted shortlist, and a newsletter for five editor-picked minutes a day. COMPARISONS.md lays out where this fits.

Use it from your AI agent

Five ways to plug the briefings into an agent or your own code. None needs a key or an account. Full reference: USE-WITH-AI.md.

Path	Best for	Setup
MCP server	Claude Code, Claude Desktop, Cursor, VS Code, Windsurf	one command or one JSON block
Agent Skill	Claude Code and other Skill-aware agents	copy one folder
JSON API	your own code, custom GPT actions, scripts	none, CORS open
llms.txt and RSS	any LLM that reads a URL, feed readers, bots	none
Raw Markdown	RAG, evals, offline indexes, all 100,000+ briefings	`git clone`

MCP server

Published on npm as ai-resources-mcp (MIT, code in mcp/). npx fetches it on first run, so there is nothing to install by hand.

Tool	What it does
`search_briefings(query, category?, limit?, since?)`	Keyword search, newest first. All words must match. `since` is `YYYY-MM-DD`.
`latest(category?, limit?)`	The newest briefings, overall or for one category.
`get_briefing(id)`	Full Markdown of one briefing (URL or slug), with every source link.
`list_categories()`	Every category slug with its briefing count.

Every result ends with its source link and Data: github.com/Drix10/ai-resources (CC BY 4.0), so answers stay citable.

Claude Code

claude mcp add ai-resources -- npx -y ai-resources-mcp

Then ask, for example:

“What did Anthropic announce this week? Cite the sources.”
“Latest five briefings in AI Developer Tools.”
“Who raised a Series A in AI this month, and how much?”

Agent Skill

skills/ai-news teaches an agent when and how to answer “what’s new in AI”, “latest on <model or company>” and “who raised” questions from the briefings, with dates and citations. It uses the MCP tools when they are installed and falls back to the JSON API, then llms.txt, then raw Markdown on GitHub when they are not.

git clone --depth 1 https://github.com/Drix10/ai-resources
mkdir -p ~/.claude/skills
cp -r ai-resources/skills/ai-news ~/.claude/skills/

JSON API

Base URL https://blogs.drix10.com. JSON, CORS open, no key. It covers the briefings published on the blog; the full archive is in this repository.

Request	Returns
`GET /api/articles?q=&category=&since=&limit=&page=`	`{ items, total, page, limit, totalPages, license }`, newest first. All words in `q` must match; every parameter is optional.
`GET /api/articles?slug=`	One item, plus `content` (the full Markdown).
`GET /api/categories`	`{ items: [{ name, slug, count, url, llms }] }`

Each item has title, url, slug, category, categorySlug, date, description, headlines (every news item in the briefing) and sources ([{ title, url }], the original posts).

curl "https://blogs.drix10.com/api/articles?q=anthropic&since=2026-10-01&limit=5"
curl "https://blogs.drix10.com/api/categories"

llms.txt and RSS

/llms.txt: the index, linking every category.
/llms/.txt: the 50 newest briefings of one category, for example /llms/ai-developer-tools.txt.
/rss.xml: for feed readers, Slack or Discord feed bots and email-digest services.

When you show the data anywhere, credit it as Data: github.com/Drix10/ai-resources (CC BY 4.0). The MCP server and the Skill add that line for you.

By the numbers

Counted from this repository on 29 October 2026. The archive only grows.


100,000+	briefings: a headline, two or three sentences and the key numbers, one per post
10,800+	digest files (`resources-NNN.md`) across 41 categories
10,900+	commits since November 2024, all made by an automated pipeline
14,000+	briefings that link both the original post and the page it points to (every briefing since mid-2026)
~2,000	of them published as articles on blogs.drix10.com with search, topic pages, an RSS feed and llms.txt

How it is built

Nobody types these. A pipeline reads the hand-picked X lists for each category, writes one briefing per strong post, runs the fact gates, strips secrets, de-duplicates across categories and commits the batch here. The same run refreshes the category list below and publishes to the blog.

flowchart LR
    A["Hand-picked X lists (41 categories)"] --> B["One briefing per post"]
    B --> C["Fact gates: numbers, units, versions and names must be in the post; links copied by code"]
    C --> D["resources-NNN.md committed here"]
    D --> E["blogs.drix10.com: search, topic pages, RSS, llms.txt"]

Known limits: briefings are machine-written from public posts and can still be wrong; check the linked source before you rely on a number. Part of the older archive (2024 to mid-2026) predates source links. Coverage follows the hand-picked lists, blind spots included. Inclusion is not endorsement.

Contribute

A pipeline writes the briefings. People pick the sources and fix what it gets wrong. Ways in:

Pick up a good first issue: MCP server tools, Skill phrasings, guides, examples, translations.
Suggest a source (an X account, list or site) or report a wrong fact with the briefing link.
Ask, share what you built, or float an idea in Discussions.

CONTRIBUTING.md has the details, including what not to edit by hand. Content is CC BY 4.0; the MCP server code is MIT. If you use the archive in research, CITATION.cff has the citation.

Star history

About the curator

Built and maintained by Drishtant Ghosh (Drix10), an AI systems engineer and 1x acquired founder (ReeF, acquired August 2024) based in Bengaluru. Founder of CosLynx.com, AI systems architect on Canopy @ Founders, Inc., Backdrop Build v4 and v6 finalist. More writing at blogs.drix10.com.

📚 Resource Categories

11,076 digests in 41 categories. Each category shows its newest headlines; jump to one:

AI Developer Tools · AI Leaders and Thinkers · AI Companies and Ventures · CS Academics · Tech VIPs · VC Firms · Devs, Designers, DevRel · Tech Infrastructure · Founders and Entrepreneurs · AI Organizations and Media · AI Powered Film and Media · AI Holodeck and Virtual Worlds · AI Artists and Creators · AI in Healthcare and Science · AI Generated Music and Audio · AI Consulting and Expertise · AI Professionals and Community · AI Policy and Ethical Considerations · AI in Real Estate and Property Tech · AI and Robotics Applications · AI Driven Vehicles and Transportation · AI for Content Creation and Marketing · AR VR Companies and Development · AR VR Professionals and Community · Climate and Weather Technology · Computer Vision and AI Applications · Crypto and Web3 · Decentralized AI · The Exponential Future · AI Education · AI in Enterprise Applications · Interesting Finds · Investors and Venture Capital · Cybersecurity and Tech · Neuroscience and AI · PR and Communications · Quantum Computing · Spatial Computing · Tech Companies and News · Tech Journalists and VIPs · World News and Updates

AI Developer Tools

305 digests · latest: #308 · read on the blog

DeepSeek V4.1 Flash 1017 Abliterated – 1K+ tps, low token cost
Hermes on Upstash Box – always-on customer-success assistant on $8/mo box
DeepSeek Harness Creator Mode announced

AI Leaders and Thinkers

298 digests · latest: #298 · read on the blog

Lighthouse now holds 10 million objects; next 10M built by agents
WebMCP vs Browser vs MCP performance for AI agents – 4x faster, 90% token reduction
IonQ expands UK presence, launches 256-qubit Superion project

AI Companies and Ventures

296 digests · latest: #296 · read on the blog

ivonescimab ± chemo in resectable NSCLC trial results
Qwen3.8-Flash-Next benchmarks 188 tps on code edits
Columbia Engineering Fullstack AI Automation Bootcamp launch, 15-week program

CS Academics

309 digests · latest: #309 · read on the blog

OPAL reactive optimizer improves vision and language training
FlashAttention – Fast and Memory-Efficient Exact Attention with IO-Awareness
byte-level models better under multi-epoch training

Tech VIPs

301 digests · latest: #301 · read on the blog

EFS blood service freezer hack resets to 110°C
Prescribing Cascade AI tool wins prize, starts study
Perplexity Computer automates e-commerce operations

VC Firms

299 digests · latest: #299 · read on the blog

Lumentum acquisition gains UHP lasers and InP capacity 2028
Future 40 2026 – 40 startups announced, €110M raised
Vibe Launchpad audits update, final 11 fixes underway

Devs, Designers, DevRel

301 digests · latest: #301 · read on the blog

TLAPS-Bench benchmark released with 265 targets, 44.3% pass@3
Agniveer salary reforms – ₹21,000 hand, previous ₹38-42k gross

Tech Infrastructure

276 digests · latest: #276 · read on the blog

Aethir prices GPU compute per use
Mozilla Foundation Security Advisory 2026-123 - Critical
Emirates attestation form for US travel November 4

Founders and Entrepreneurs

268 digests · latest: #268 · read on the blog

1WIN token live on Meteora, listing complete
Rails security updates released, critical image fix
Fiddler AI - CrowdStrike acquisition

AI Organizations and Media

292 digests · latest: #292 · read on the blog

ID2Pattern pretraining lifts transaction risk 8.83%
VideoMemBench released: 326 videos, 2,476 dialogue turns
AI perception study finds personalization impacts

AI Powered Film and Media

275 digests · latest: #275 · read on the blog

cinaciguat reverses liver cell aging, cuts amyloid beta 50%
5.9 coming in Preview next week – improved AI workflows
DLSS 5 expands to new games in November

AI Holodeck and Virtual Worlds

281 digests · latest: #281 · read on the blog

MultiSet AI VPS achieves 79.74% within 10 cm & 1°
Free Online AI Music Video Generator – fashion MV prompt launch
Revolut new web app on Mobbin and others

AI Artists and Creators

274 digests · latest: #274 · read on the blog

MiniMax P-H3-Image open-sourced, 5× faster 8 steps 4 MP
Unwashed Bystanders free mint 30 wallets announced

AI in Healthcare and Science

284 digests · latest: #284 · read on the blog

Quantum model 91.9% accuracy in lung cancer prediction
OpenMed GLiNER2.5 ClinicalNER Disease Spanish fine-tuned, F1 39.1-73.3
Calcium treatments 19% larger stent areas vs shockwave

AI Generated Music and Audio

281 digests · latest: #281 · read on the blog

Phonon text-to-speech model 44MB int8 release
RiversidedotFM records first podcast episode, 11 clips ready
Pika H3 Flex faster video model with audio issues

AI Consulting and Expertise

273 digests · latest: #273 · read on the blog

AI Coding Tools Guide: Vibe, Assisted, Agentic with ROI
Canva layoffs 22% workforce reduction, 1271 employees cut

AI Professionals and Community

275 digests · latest: #275 · read on the blog

Robotaxi vs Uber Houston price gap 56% cheaper
Netflix AI recommendation feature rollout with preset themes

AI Policy and Ethical Considerations

269 digests · latest: #269 · read on the blog

Anthropic Residency applications open for senior leaders, $350k-$500k pay
Skilling Africa – 15+ trainings, 3M Africans by 2030
LLM findings short shelf life, 50 claims tested 15 months

AI in Real Estate and Property Tech

262 digests · latest: #262 · read on the blog

Iris-3B Metal launches Mac app with 9.81 s 1024×1024 Turbo
Pro Wave open-source DAW launches with 62/176 menu entries functional
UniRig – automatic skeleton and skinning announced

AI and Robotics Applications

279 digests · latest: #279 · read on the blog

Anthropic report: AI guidance sways experts, 6% vs 55% error
DHR Engineering robot powers 3D printer farm
Darwin Robotics robot technicians demo, early 2027 deployment

AI Driven Vehicles and Transportation

275 digests · latest: #275 · read on the blog

Claude Code replicates webcam location via doppler audio
Formalizing PTX in Lean to Prove GPU Kernel Correctness
XLA from the Trenches: Correctness on TPU Workloads

AI for Content Creation and Marketing

271 digests · latest: #271 · read on the blog

Swarms v17 InterLink release claims 10–40x faster performance
Swarms v17 introduces Comms Channels and InterLink
CTRTool Mobile CTR live launch with real device farms

AR VR Companies and Development

268 digests · latest: #268 · read on the blog

Meta Quest 2 & Quest Pro final OS update March 2027
XREAL Aura launch with $200 discount, Quest sales decline
GPT-6 Astra edits Qwen3.5-0.8B weights, 0.016% change improves math 6x

AR VR Professionals and Community

265 digests · latest: #265 · read on the blog

XRift Azure Nook released with water effects
PAYDAY Aces High – 5 winners announced, launch tomorrow at 4PM CET
XRift Azure Nook released, smartphone compatible

Climate and Weather Technology

264 digests · latest: #264 · read on the blog

CANSIPS model shows major El Niño impact, +4" rain Orlando
Datacenter moratoria 41-0 prediction with 67-80% opposition
Storm Prediction Center marginal risk for East Tennessee storms

Computer Vision and AI Applications

268 digests · latest: #268 · read on the blog

mlsys agents optimize speculative decoding with 12-bit
SoccerNet 2027 GAR challenge open with Apr 25 deadline
IOCIM 2026 Day 1 tutorial lectures announced

Crypto and Web3

259 digests · latest: #259 · read on the blog

Binance Hack Timeline: Compromise of Three Engineers
Bitcoin Core Config Generator compatible with v32.1 release
Equity perps begin trading on CFTC registered exchanges

Decentralized AI

260 digests · latest: #260 · read on the blog

Caffeine app cloud deployment options introduced
Moby AI Trading desktop launch with plug-in AI
ASI:One, Athena, ASI:Work tools announced

The Exponential Future

261 digests · latest: #261 · read on the blog

Amazon Google Microsoft Meta CapEx Q3 $202B increase
US labor market JOLTS report shows vacancies at 7.5 milliom
Enhanced Radar API announced – new API for air traffic audio

AI Education

277 digests · latest: #277 · read on the blog

Clemson launches Great Books department 120 scholarships
Free K–12 Curriculum for Digital Fluency – new activity drop 11/16
Descript Updates: Animate Text, Layouts, Search, and Skills

AI in Enterprise Applications

266 digests · latest: #266 · read on the blog

Row-Bot compares coffee supplier quotes, £191 vs £180
Paystorm - unified workflow for receivables
Ontological Legal Research launches in US by Legora

Interesting Finds

258 digests · latest: #258 · read on the blog

FLIPR forecasts vs prediction markets show 3-point average difference
Salesforce Cresta acquisition reported for $2.7B
Cresta acquisition $2.7B by Salesforce announced

Investors and Venture Capital

256 digests · latest: #256 · read on the blog

Daytona $100M annual run rate after $1M start
Claude auto-connect plugins when logging in
Apple Speech framework STT and on-device Phonon TTS in voice assistant UX

Cybersecurity and Tech

240 digests · latest: #240 · read on the blog

InsecureNature to speak on Stolen API Keys Fuel Model Distillation at NahamCon November 20
ARTEX testing round 2 with MDE on W11 and caching gateway
OffSec Learn Enterprise moves beyond one-and-done training