the biggest AI opportunity right now isn't building agents
it's understanding businesses well enough to build the RIGHT agent
marketing agents specifically
every business needs one... almost nobody is building them properly
what i see instead:
> generic "content teams" that pump out forgettable posts
> bullshit automations that feel like spam
> systems built around AI capabilities instead of business needs
flip that
start with the business problem, map the funnel, understand the audience... then build a system that fits like a glove
the AI part is honestly the easy part, understanding businesses is harder
More than 25,000 nonprofits now use Claude. Most are small, local teams.
We’re expanding Claude for Nonprofits with a plugin built with around 30 of them, adding skills for fundraising, marketing, and hiring grounded in each team’s context and AI policy: claude.com/resources/article…
In partnership with @GivingTuesday, we're launching Claude for Nonprofits.
It has discounted plans, new integrations, and free training to help nonprofits spend less time on admin and more time on their missions: anthropic.com/news/claude-fo…
AI Hub retweeted
BREAKING 🔥: OpenAI officially announced GPT-6.1 Terra!
> "At max effort, Terra is over three times as token-efficient as Claude Opus 5.5, and one-fourth its price per token, resulting in a ~9x lower cost per task."
> "Terra is also much quicker, completing tasks over three times faster than both GPT-6 Astra and GPT-6.1 Sol."
I would call it a Berlin DevDay release 👀
AI Hub retweeted
Eon has launched the Data Resilience Initiative, offering three months of a full cloud data protection platform for free, effective for up to 100 TB of data.
Eon stores a company's backups in an isolated, encrypted vault, letting teams restore only the specific files or database rows affected by an attack.
The initiative began with PHP2Shell, a pair of critical PHP flaws researchers found with AI help. Other security vendors are also invited to join with their own offers.
🤝 Paid partnership
I believe we'll look back at this past week as a turning point in cybersecurity.
AI is fundamentally changing the speed and scale of cyber threats, and the industry needs to move faster.
Today, @Eon_io_ is launching the Data Resilience Initiative, helping companies find and protect their most sensitive data immediately.
Eon is the only data protection company founded this decade, and the only one that can be deployed in a day.
That's why we feel a responsibility to act.
While the cybersecurity industry races to address these new threats, companies can't afford to wait to protect their most critical data.
Traditional data protection solutions were built for a different era.
They still rely on paradigms from the on-prem world, often taking months to deploy.
Eon was built differently.
We help companies quickly discover their most sensitive data, identify protection gaps, secure it with air-gapped backups, detect ransomware, and recover rapidly from attacks.
As part of the Data Resilience Initiative, any company can start deploying Eon today.
To remove barriers to getting protected, we're making Eon available at no cost for the first three months.
We're also calling on other cybersecurity and data protection companies to join the initiative.
AI Hub retweeted
Anthropic is planning to file publicly for an initial public offering Monday at around 9 a.m. in New York.
Get ready for their IPO and Fable 5.5.
Via Bloomberg
AI Hub retweeted
Anthropic spending commitments are crazy
Anthropic has filed an S-1 registration statement with the SEC related to its proposed IPO.
Read more: anthropic.com/news/s1-sec
Legal disclaimer: A registration statement relating to these securities has been filed with the SEC but has not yet become effective. These securities may not be sold, nor may offers to buy be accepted, prior to the time the registration statement becomes effective. This post does not constitute an offer to sell or the solicitation of an offer to buy these securities, nor shall there be any sale of these securities in any state or jurisdiction in which such offer, solicitation or sale would be unlawful prior to registration or qualification under the securities laws of any such state or jurisdiction.
AI Hub retweeted
MORGAN STANLEY SEES POST-ELECTION MARKET REBOUND
Morgan Stanley's Michael Wilson expects the current equity correction to end as several major risks clear, including the U.S. midterm elections.
S&P 500 targets:
🔸 Near-term downside: 7,100–7,200
🔸 Year-end base case: 8,000
Wilson identifies three catalysts: AI financing concerns, midterm elections and tightening financial conditions.
The key takeaway: Liquidity remains the biggest near-term risk, but a potential Fed pivot could trigger a market rebound. Morgan Stanley notes that midterm elections have historically been followed by strong 6–12-month equity returns.
Related tickers: $SPY , $QQQ , $IWM , $TLT
Source: Morgan Stanley — Michael Wilson
AI Hub retweeted
Claude Design, but free, open source and running on your own computer.
open-codesign turns a prompt into prototypes, landing pages, dashboards, slide decks and charts. It comes with 12 design skills built in. Export to HTML, PDF, PowerPoint or Markdown.
Bring any model: Claude, OpenAI, Gemini, DeepSeek, or local Ollama to run fully offline. On first launch it can import the API key you already use for Claude Code or Codex.
Mac: brew install --cask opencoworkai/tap/open-codesign
Windows: winget install OpenCoworkAI.OpenCoDesign
MIT.
github.com/OpenCoworkAI/open…
AI Hub retweeted
Opus 5.5 is one of anthropics biggest success. on OpenRouter token volume went up 3.6x since launch.
And I havent heard anyone saying Opus 5.5 is a bad model. Its the oppostite. Everyone loves it. If they stick to this approach, Fable 5.5 will be the biggest success ever. No wonder they keep it until IPO.
AI Hub retweeted
OpenAI is winning over Anthropic customers with steep discounts, gaining coding workloads at companies like Rippling and Replit while potentially deepening its own losses. But Anthropic’s renewed lead on OpenRouter suggests better models can quickly win users back.
At least this explains why consumer sub plans were halved I guess...
AI Hub retweeted
You're still using Claude without plugins.
Here are the top 30 on GitHub (by job):
Each one comes with its install line (plus a check it worked). Free guide
→ charliehills.ai/skills/guide…
1. Code like a senior
- Karpathy Skills (222k): one CLAUDE.md for better code
- Matt Pocock Skills (301k): questions your plan first
- ECC (287k): skills, memory and security in one
- Agent Skills (109k): senior engineering habits
- Superpowers (304k): plans, tests, checks
- Ponytail (174k): less code
2. Research and understanding
- Career Ops (77k): matches jobs to your CV
- REA (371k): shows how any app really works
- Graphify (133k): turns docs and code into a map
- Understand Anything (87k): maps any codebase
- Last 30 Days (65k): researches any topic for you
- Agent Reach (101k): reads X, Reddit and YouTube
3. Big projects, fewer tokens
- Headroom (77k): shrinks files before Claude reads
- BMAD Method (54k): an agile team of AI agents
- Claude-Mem (102k): remembers past sessions
- gstack (137k): a CEO, designer and QA team
- Caveman (114k): fewer tokens
- GSD (64k): big builds, no drift
4. Design and visuals
- Taste (101k): art direction
- Archify (88k): turns any idea into a diagram
- Diagram Design (60k): clean editorial diagrams
- Impeccable (85k): a design language for Claude
- UI UX Pro Max (139k): a designer's eye for apps
- PPT Master (67k): real, editable PowerPoint decks
5. Writing and video
- Marketing Skills (56k): copywriting, SEO and CRO
- Skills by Anthropic (183k): Word, Excel and PDF
- OpenMontage (71k): a whole video studio
- Humanizer (59k): removes AI writing tells
- HyperFrames (70k): HTML to video
- I Have ADHD (58k): answer first
But don't install all 30. Pick the row that matches your week, and add one plugin from it.
Repost ♻️ to help someone in your network.
AI Hub retweeted
Your AI could be making up facts right now, and you’d have absolutely no idea
Here’s a simple way to catch it before it happens, send this to your agent:
“For every factual claim in your response, distinguish verified information from assumptions. Flag anything you’re uncertain about, provide sources when available, and never invent statistics, quotes, or references. If you can’t verify something, explicitly say so.”
This tiny prompt could save you from some seriously expensive mistakes
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent.
It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
AI Hub retweeted
90% of people watch social media with the sound off, which means captions can no longer be an afterthought.
We built 75+ popular caption styles into HyperFrames Studio.
Bring your footage or create it.
Add any style with a click.
Prompt the agent if you want your own.
get started ↓































