Jonathan H Webster

☆ MediaQuad Marketing, Ads, AI & Web Development CEO ☆ Prompt Engineer ☆ AI Software Product Creator

[Jonathan H Webster @jwebster2469]

@mhp_guy Ok. Now we're neighbors and have to do a collab lol

[MAX @MAXdeg0]

THIS IS F**KING GOLD

ANTHROPIC GAVE CLAUDE NO EYES
THIS REPO FIXES IT.

It's called AGENT REACH
gives Claude the ability to actually read the live internet.

HERE’S THE PROBLEM IT SOLVES: Claude can fetch a normal webpage, but the places your research actually lives are locked behind paid APIs.

A separate subscription and a separate key for every platform.

Agent Reach opens 17 of them through one tool, no API fees.

Full YouTube transcripts —>GitHub repos —>Reddit threads—>LinkedIn —>X podcasts

even Chinese platforms like Bilibili and Weibo.

Free, open source, and since it skips official APIs entirely, there's no bill waiting for you either.

Setup is one line
just tell Claude to install it in plain English.

Repo below

[unicode @unicodef1wn]

10 GitHub repos with 1,8M+ combined stars ⭐ that replace tools costing $30,000+/year

1. awesome ⭐495k - the list of every other list. Whatever you're looking for, it's here. https://t.co/JaRNcrD6W0

2. public-apis ⭐456k - 1,400+ free APIs across 50 categories. Weather, finance, images, games, all documented. https://t.co/R9WQGOQZBx

3. scrapling ⭐73.6k - undetectable web scraping with built-in Cloudflare bypass. Skip the $300/mo scraping API. https://t.co/5QgRv65HzJ

4. free-for-dev ⭐132k - hundreds of services with permanent free tiers. No trials, no credit card. https://t.co/G5aQgbSJ3d

5. ollama ⭐178k - run Llama, Mistral, DeepSeek locally with one command. No API bill, no rate limits. https://t.co/a7ZqZcIxkF

6. langflow ⭐153k - visual builder for AI agents and RAG pipelines. Drag, drop, deploy as API or MCP server. https://t.co/AtjM2JjGrC

7. awesome-mcp-servers ⭐92k - thousands of MCP servers connecting your agent to browsers, databases, anything. https://t.co/RFLgyKY6W7

8. open-design ⭐85k - open-source Claude Design alternative. Your coding agent becomes the design engine. https://t.co/8oc2GE4kjR

9. awesome-llm-apps ⭐132k - 100+ ready AI agents and RAG apps with full code. https://t.co/iXDCiIYPsw

10. openhands ⭐84k - autonomous coding agent that writes, tests, and ships code. Devin costs $500/mo. This is free. https://t.co/7Nv1UQwDYW

Save this before you pay for another tool this list already replaces for free 👇

[China Science @ChinaScience]

A 40-year-old Chinese woman who had been almost completely blind for nearly 20 years regained her visual function after becoming the first person in China to receive a homegrown high-resolution retina-based visual brain-computer interface (BCI) implant in a clinical trial.
After more than two months of training, she is making steady progress in rehabilitation, learning to recognize letters, practice writing, and move around indoors with increasing confidence.

[Jonathan H Webster @jwebster2469]

@Ai_Vaidehi NEED

[Prajwal Tomar @PrajwalTomar_]

Vibe coders are getting sued.

People are shipping apps with real users and skipping the boring stuff that kills them.

A 20+ year dev shared the pre-launch checklist every AI builder needs.

I added what I learned after shipping 60+ apps at the agency.

Don't skip this:

1. Protect yourself, not just your app. The moment you collect user data you're in legal territory (GDPR, CCPA). Have a privacy policy. Know where user data lives.

2. Row Level Security. Without RLS, anyone can open DevTools and read your entire database. Supabase → Auth → Policies. Zero policies means your app is naked. 5 min to fix.

3. Test the failure path, not just the happy path. Wrong password 5x. Reset for an email that doesn't exist. Verification link clicked twice. Signup with an existing email. Catches 80% of auth bugs.

4. Security baseline in 2 min. Prompt your AI: "Review my app as a security specialist and make sure I have strong security headers and a solid baseline security posture."

5. OWASP. Prompt: "Review my app against OWASP standards and highlight vulnerabilities." This is where SQL injection, XSS and auth bugs actually get caught.

6. Client-side validation is UX, not security. Attackers disable JS and hit your API directly. Validate again on the server. Every time.

7. AI code leaks data in 3 spots: .env values in the frontend, API responses returning too much, secrets in logs. Prompt: "Check my app for credential or sensitive data leaks in frontend or API routes."

8. API keys in the frontend means game over. If it's in the browser, assume it's already taken. Move it server-side or proxy it.

9. Rate limits before someone burns your API bill. Cap every endpoint hitting a paid API. I've watched a Supabase bill jump from $20 to $200 in a day.

10. CAPTCHA on public forms (Cloudflare Turnstile is free) plus CORS locked to your domain. 10 min, kills bot floods.

11. Error messages that don't leak. "User not found", not "SELECT * FROM users failed". Log full errors server-side, show users generic messages.

Build fast. Just don't ship naked.

(full breakdown in my article below)

[chewa. @chewadot]

48 HOURS AFTER KARPATHY POSTED HIS LLM WIKI IDEA, A 26-YEAR-OLD BIRMINGHAM GRAD SHIPPED THE ONE COMMAND THAT MAKES IT WORK. IT NOW HAS 76,000 GITHUB STARS

1 command. 71.5x fewer tokens per query. 0 vector databases

points graphify at any folder - codebase, docs, PDFs, screenshots, video. Tree-sitter parses the code, Claude reads the prose, the whole thing lands as a knowledge graph in graphify-out/

one flag - --obsidian - writes the entire graph as a fully-linked Obsidian vault: one markdown note per concept, every relationship a wikilink, every node linked back to its source. Drop the vault into Claude Code as a skill. Claude queries the graph instead of grepping through raw files, forever

Safi Shamsi finished his MSc at Birmingham with Distinction in 2025. His thesis was a knowledge-graph RAG system for academic search. He shipped Graphify 48 hours after Karpathy's post, iterates every week, and has already been forked by Rootly AI Labs for incident data. Hacker News, Analytics Vidhya, Towards AI - all organic.76,000 stars. Three months old

no neo4j server. no vector db. no embedding pipeline. no cloud. no monthly fee

you're reading this on a device that could clone the repo, run one command, and have a Claude-native knowledge graph of your entire codebase in Obsidian before your next standup

[Kshitij Mishra | AI & Tech @DAIEvolutionHub]

WEB SCRAPING JUST GOT A SERIOUS UPGRADE.

PixelRAG doesn't read HTML. It reads the page exactly like you do.

100% open-source.

Instead of parsing websites into plain text, it captures screenshots and lets a vision model retrieve answers directly from the pixels.

Why that's a big deal:

• HTML parsers silently lose information.
• Tables, charts, formulas, and layouts often disappear.
• Even changing the parser can swing RAG accuracy by ~10%.

PixelRAG skips that entire bottleneck.

It indexes what users actually see.

The team built a visual index of 30M+ Wikipedia screenshots, and it outperformed the strongest text-based RAG baseline by 18.1% on text-only QA.

Even cooler:

It includes a Claude Code plugin that gives Claude visual browsing.

Instead of scraping the DOM, Claude can screenshot any webpage, PDF, arXiv paper, or even your local app—and answer based on the rendered page.

The pipeline is surprisingly clean:

→ Render pages into image tiles
→ Embed with Qwen3-VL-Embedding (LoRA-tuned on screenshots)
→ Store in a FAISS index
→ Search visually

The best part?

Upgrade to a better vision model later, and you don't need to rebuild the index.

Because the index stores pixels, not parsed text.

Fully open-source under Apache 2.0.

GitHub: https://t.co/B7whbNg60s

[Jonathan H Webster @jwebster2469]

@AndrewBolis Money

[Massimo @Rainmaker1973]

Cancer immunity in a shot.

Scientists at the University of Florida have created a breakthrough mRNA cancer vaccine that erased deadly brain tumors in early human trials without chemo or radiation.

Tested on four glioblastoma patients, the vaccine reprogrammed their immune systems within 48 hours to attack the tumor.

Built from each patient’s own tumor cells and delivered via lipid nanoparticles, it showed success similar to earlier tests in mice and dogs. It is now moving into Phase 1 pediatric trials.

[Google @Google]

Today, the Interactions API is now generally available as our primary interface for Gemini models and agents.

Built based on developer feedback and optimized for stateful, agentic workflows, it brings new capabilities like Managed Agents, background execution, expanded tool support, multimodal generation, Gemini Omni (soon) and more.

[Matthew Berman @MatthewBerman]

Just launched Loop Library - a curated list of agent loops you can use right now.

Find loops, submit your own, tokenmaxx!!

https://t.co/7bVzOyZMrt

[🍑 @Gaygaygaygagay]

📢 JUST IN: Oracle AI Trade reveals its innovative AI-powered finance platform 🚀

📌 More info: https://t.co/ayQoakh4nx  ‌

[Khairallah AL-Awady @eng_khairallah1]

Google CEO, Sundar Pichai:

"If you don't learn to how to orchestrate agents now, you'll spend 2027 catching up to people who started today"

In 30 minutes he explains why the best engineers stopped writing code and started building agents.

Most people think building an agent requires an engineering degree.

It doesn't. It requires one guide and one afternoon.

Watch the interview, then save the exact setup below 👇

[Tulsi Soni @shedntcare_]

🚨 BREAKING: China just dropped an AI employee that works 24/7 — and it's 100% open source.

Meet DeerFlow.

It researches, writes code, builds websites, creates slide decks, generates videos, and executes tasks entirely on your computer.

Not a chatbot.
Not an AI copilot.

An AI worker with its own computer.

Here's what makes it wild:

• Creates a plan and spins up multiple sub-agents in parallel
• Writes code, tests it, fixes errors, and keeps going autonomously
• Builds websites, reports, dashboards, and presentations from scratch
• Learns your preferences and improves over time
• Reads your files and delivers finished outputs, not drafts
• Searches the web, runs commands, and uses external tools

One prompt → Lead agent plans → Specialized agents fan out → Results merge → Finished deliverable.

A single task can launch dozens of agents working simultaneously while you sleep.

The craziest part?

DeerFlow 2.0 was completely rebuilt from scratch after users pushed it far beyond its original purpose.

Now it has:

⭐ 22.7K GitHub stars
🔀 2.7K forks
🏆 #1 on GitHub Trending
🏢 Built by ByteDance
🆓 100% Open Source (MIT)

We're entering the era where AI doesn't just answer questions.

It does the work.

[CyrilXBT @cyrilXBT]

ANTHROPIC JUST OPEN SOURCED THE ENTIRE WALL STREET WORKFLOW AND FIRMS ARE NOT GOING TO BE HAPPY ABOUT IT.

DCF models. LBO models. Equity research reports. Merger analysis. KYC checks.

All of it. Free. On GitHub.

Here is what just became available to anyone with a laptop.

Direct connections to Bloomberg, FactSet, S&P Global, Morningstar, and PitchBook.

Real Excel models with live formulas and sensitivity tables built automatically.

CIMs, IC memos, earnings reports, and buyer lists drafted on demand.

PE due diligence, GL reconciliation, and NAV tie-outs running as production agents.

This is not a chatbot wrapper that summarizes financial news.

These are production agents that own entire financial workflows end to end.

The kind that investment banks and private equity firms pay $50,000 to $500,000 per year in software licenses to run.

Now it is a one-line Claude Code plugin install.

19,800 GitHub stars.

Apache 2.0 license.

100% open source.

Think about what this actually means.

A junior analyst at a bulge bracket bank spends 80% of their 100-hour week running models, drafting memos, and compiling data across Bloomberg and FactSet.

That entire workflow just became a Claude Code agent.

The banks charging clients $500 an hour for analysis that this system produces in minutes are not going to tell you this exists.

The boutique advisory firms charging $50,000 retainers for due diligence work that these agents handle autonomously are not going to promote this repo.

But it is already live.

19,800 people have already starred it.

The window where knowing this gives you an edge over every analyst, associate, and advisor still doing this manually is open right now.

Star it. Fork it. Deploy it this weekend.

Bookmark this before your next financial model.

Follow @cyrilXBT for every open source release that disrupts an overpriced industry the moment it drops.

[Prajwal Tomar @PrajwalTomar_]

Vibe coders are getting sued.

People are launching apps with real users but skipping the boring stuff that can actually kill the product.

A developer with 20+ years of experience just shared the pre-launch checklist every AI builder should run:

→ privacy policy if you collect user data
→ know where user data is stored
→ check security headers
→ scan against OWASP basics
→ look for SQL injection / XSS / auth issues
→ make sure .env values are not leaking
→ check API responses for sensitive data
→ remove secrets from logs
→ never expose API keys in frontend code
→ move keys server-side or behind a proxy
→ add rate limits before someone burns your API bill

This is what most vibe coders are missing.

AI can help you build the app.

But if you launch without security, privacy, and abuse checks...

you didn't ship a product.

you shipped a liability.

[Charly Wargnier @DataChaz]

UNREAL.

I just stumbled the ultimate hack for designing a custom home 🤯

With Drafted, you just doodle a shape and the AI generates the entire build.

We are talking real-time professional plans, unlimited variations, and stunning 3D models.

Best part? It's 100% free!

[Brooks Whale X 🐋 @BrooksWhaleX]

🚨BREAKING: Google just launched CodeWiki, and it might be the biggest upgrade GitHub has had in years.

You paste your GitHub repo in, and it turns your entire project into an interactive guide.

It also generates diagrams, explanations, walkthroughs, everything you could ever want, and even a chatbot that knows the code better than anyone else.