Just a reminder that deepseek v3 came out 18 months ago and was considered revolutionary at the time but is basically unusable today
There was a fierce debate at the time about vibe coding and the argument was that LLMs can never create anything new because they are limited by their training data
Those engineers were partly right and vibe coding was a real nightmare, I cannot believe what we used to put ourselves through with Sonnet 3.5, but we also knew real new things could be made and that the detractors were wrong
I guess us non-engineers saw it most clearly (I would like to think so at least) because we were astonished at the new things we could do without the programming background, and we had nothing to lose and everything to gain in our enthusiasm
Then came Opus 4.5 earlier this year which changed everything
Suddenly real production code became possible with so much less friction and headache
Everyone complained endlessly about models being nerfed or quantized but there was a steady march of progress from 4.5 to 4.8
Now a completely new crop of models is coming out that is not quite a 4.5 moment but something close
We are not only getting more polish but things are becoming a little freaky, entire isolated domains become possible to combine with small teams or even just one person into new applications that would have required large infusions of time and capital in the past
My wife back in 2021 told me about AI but I was in healthcare, I thought she was being a little nutty, and she talked like something from a science fiction film was coming and she got involved in it early on
She never stops letting me know that she was right, and she was
The next year is going to be wild, the world is truly going to change over the next few years, the scale of disruption will be a combination of astonishing and awesome, but also catastrophic
There are many amazing things ahead and extraordinary challenges and opportunities
We are living inside one of one of the biggest revolutions in human history
Augmented Reality is the natural interface for robotics.
Not only for giving commands, but also to visualise hardware data (like LiDAR) natively in 3D.
@specs AR glasses, @UnitreeRobotics Go2 Lite quadruped, @dimensionalos OS for the robot
🚨Be careful, this Monday could trigger a major sell-off.
Historically, every 4 years, July ends with a major dump in the S&P 500.
If you hold any assets today, you MUST read this.
Statistics of this pattern:
July 1998 → -23.71%
July 2002 → -32.41%
July 2006 → -11.60%
July 2010 → -19.94%
July 2014 → -14.05%
July 2018 → -23.27%
July 2022 → -28.92%
July 2026 → ???
When markets open next week, this won't be "just another dip."
Stocks could sell off.
Bonds could weaken.
Gold and silver could fall.
Bitcoin could see heavy volatility.
Follow and turn on notifications.
I'll post the warning before it makes the headlines.
AI voice agents are booming, but their websites look terribly cold and robotic.
I decided to fix that. Here is my landing page concept for Voxai: blending high-conversion minimalism with organic glassmorphism to make AI feel actually human and approachable.
I turned Claude into an entire company.
42 skills, organised like a real org chart (links below):
Here is every department, and where to get each one.
Developers
Superpowers
→https://t.co/tGNwFVYsEa
Context7
→ https://t.co/oExBVynS4S
Skill Creator
→ https://t.co/iR9fyxUFvL
MCP Builder
→ https://t.co/iR9fyxUFvL
Webapp Testing
→ https://t.co/iR9fyxUFvL
Claude-Mem
→ https://t.co/emHpdPtiUO
Designers
UI UX Pro Max
→ https://t.co/54NvwKmBix
Taste
→https://t.co/gFud3Sa93j
Frontend Design
→ https://t.co/gFud3Sa93j
Transitions
→ https://t.co/kZP238n3Zy
Web Artifacts
→https://t.co/iR9fyxUFvL
Brand Guidelines
→ https://t.co/iR9fyxUFvL
Marketing
45 skills to run your marketing, from copywriting to SEO to lead magnets.
Access them all here
→ https://t.co/oBsac9TKK4
Social Media
17 skills to run your social media, from post writing to Reels to thumbnails.
Access them all here
→ https://t.co/ZwNtoUTdVm
Finance
8 skills to run your finances, from statements to reconciliation to audits.
Access them all here
→ https://t.co/qk0ioMAxim
Small Business
31 skills to run your small business, from cash flow to payroll to invoicing.
Access them all here
→ https://t.co/m9kHptmfv9
Legal
9 skills to handle your legal work, from contract review to NDAs to compliance.
Access them all here
→https://t.co/ucxqTYH4v9
Every skill on the chart is real and installable from the links above.
Repost ♻️ this to help your network build their own.
Marketing Skills v2.8.0 is live 🟢
New skill: /marketing-council — pitch your marketing to a simulated board of 12 legendary marketers.
+ Seth Godin, David Ogilvy, Alex Hormozi, April Dunford & more
+ a designated dissenter in every session
47 skills. Free & open source 👇
⚡ INTRODUCING: T3MP3ST!!! ⚡
AUTONOMOUS HACKBOT STRIKE FORCE 🌩️ BRING THE STORM 🌩️
your favorite coding agent is now a full-stack red team 🫡⚔️
https://t.co/k0SXmPAFaD
that AI agent already humming in your terminal? well now it has FANGS. strap a full offensive-security harness onto the agents you already pay for — Claude Code, Codex, Hermes, etc. — point it at an authorized target, and in a few clicks you're watching it hunt real vulns autonomously!
T3MP3ST is a harness of harnesses, with prompting that unlocks offensive-cyber workflows + a full arsenal of exploit tooling that'd make any seasoned hacker smirk. simple, yet powerful. 🦾
support for:
🕸️ web apps, APIs, OWASP Top 10
🔌 network recon + fingerprinting (live nmap/DNS/HTTP); lateral + privesc experimental
📂 source code audits, white-box vuln hunting
🚩 CTFs, wargames, challenge ranges
💰 smart contracts / DeFi / Solidity (reproduction — Damn Vulnerable DeFi, not novel discovery)
🤖 embedded, IoT, OT/SCADA, robotics OSS
… and more in development!
now let's talk numbers 👇
📊 XBEN — XBOW's own 104-challenge suite:
• black-box: 90.1% pass@1 from the single-agent exploit loop (worst single sweep 91/104 = 87.5%) — clearing XBOW's past self-reported 85% on their own suite. gpt-5.5.
• white-box (source staged, reported separately): 98.7% pass@1, worst single sweep 102/104 = 98.1%. 🎯
every solved flag graded reported-vs-expected against the challenge's own committed flag oracle — `verify-claims` recomputes the pass/fail from committed artifacts. looks like we need new benchmarks 😏
🧩 Cybench — the 40-task academic bench (Opus 4.8, hints + writeups stripped): 23/40 = 58% single-run, hint-free pass@1 — real exploits (format-string pwn, eval-jail escapes, crypto oracles), every flag graded vs a committed oracle. (Anthropic reports 76.5% pass@10)
🕳️ CVE-Zero — we pointed it COLD at real CVEs disclosed in 2026, AFTER the model's training cutoff:
10 unseen 2026 CVEs across 7 languages — prompts never tuned on them. a single agent pinned 8/10 to exact file/line/CWE (stable under re-scoring); the full pack surfaced all 10.
memorization AND overfitting, both off the table — it's finding real vulns whose disclosures landed AFTER the model's training cutoff. (n=10, reported honest & directional)
🧠 the architecture: either run as a SINGLE agent (already the benchmarked, incredibly-capable path) — or pack-hunt with dozens of agents running on 8 specialist operator classes keyed to Cyber Kill Chain + MITRE ATT&CK phases: recon → scan → exploit → lateral → exfil → persistence → C2 → report.
⚓️an Op Admiral plans the whole op from a plain-english target. flip on coordination (experimental) and the operators share a blackboard — a tool-verified finding spawns the next move. full swarm or solo one operator, your call. the admiral can also update the prompts, tools, and configs of the other agents on the fly, and T3MP3ST gets stronger the more memories you build!
🧰 the Arsenal is comprehensive — nmap / nuclei / semgrep / ffuf / gobuster + more. 35 wired by default (the clean bench runs bash-only for a comparable number), 83 with the opt-in full arsenal (T3MP3ST_FULL_ARSENAL), and the spicy post-ex drivers (metasploit, hydra) gated behind human approval. exposed via CLI + HTTP API; recon (security_recon) is also live over MCP so your agent invokes it natively. 🔗
🛰️ where this goes: a self-improving swarm of specialist operators wielding a full Kali+ arsenal, learning which loadouts + configs are the most efficient tactics available, WITH a held-out train/test split baked in so it can never fool itself on its own eval. built in the open, one re-derivable number at a time.
🚧 this is v1, and parts are still under active development. chunks of the arsenal, the coordinated swarm, and some ranges are still being wired up. it's built in the open, and the receipts tell you exactly what's live vs what's roadmap.
offensive security shouldn't be pay-to-play. T3MP3ST puts a red team in the hands of anyone with a coding agent.
what's the first target you're feeding it? 👇
⚠️ DISCLAIMER: FOR AUTHORIZED USE ONLY. point it only at systems you own or have explicit written permission to test. unauthorized access can be a crime, and that call is yours alone. shipped as-is under AGPL-3.0: no warranty, no liability, zero endorsement of misuse. get permission. stay in scope.
open source. AGPL-3.0. 100% free.
FORTES FORTUNA IUVAT 🌩️
gg 🫡
🚨 CLAUDE AHORA PUEDE HABLAR CON TU PROPIA VOZ. EN TODOS LOS IDIOMAS. GRATIS
un desarrollador subio a Github un repo llamado jamiepine/voicebox
te clona el tono exacto con un par de segundos de audio
funciona directo en tu pc asi que tus datos son cien por ciento privados
puedes armar contenido en japones arabe o polaco sin mover la boca
guárdalo para cuando lo necesites
В Россию постоянно привозят огромные партии кокаина, которые привозят в страну вместе с бананами из Южной Америки. Контролируют поставки люди, связанные с петербургским окружением Путина и @MID_RF https://t.co/Yy6RsWpz04
Ollama
Shodan indexes over 47.000 exposed Ollama instances, including many running on expensive cloud GPUs.
The API has no authentication, which means hackers can run prompts, steal models and exploit vulnerable versions.
To spread awareness we made an article showing you what can be done. Make sure you're safe
https://t.co/deeQ1abKd3
@three_cube@_aircorridor
Spent some time in @flaresystems 's new CTI Intelligence Browser today.
One thing I liked: I could start with a threat actor and pivot through campaigns, malware, IOCs, and dark web activity without bouncing between four different tools or losing context.
That's the gap I see with a lot of CTI workflows today. The intelligence exists, it's just fragmented.
If you're spending more time stitching data together than analyzing it, Flare CTI is worth a look.
I also have an exclusive for my community: sign up before July 10th and get complimentary access to Threat Flow, Flare's AI-powered reporting engine. Sign up here:
https://t.co/Hq6dnawSBZ
#ad
Claude Fable 5 directed my one-minute 4K short film inside Higgsfield.
It came back yesterday, so I handed it my prompt skill and Seedance 2.0. Honestly, it directs better than I do.
Full breakdown below with every asset and trick, plus the skill for free.
💥OpenOSINT turns OSINT into a terminal-based AI agent.
Give it an email, username, domain, IP, or target, and it can chain real tools, pivot on findings, and save a structured report.
GitHub: https://t.co/N2j3qGI9SM
Live Demo: https://t.co/pDrlfGs6nd
❤️🔥 Claude Fable 5 is so back!
Just Recorded a 16 min Tutorial on How to use Claude Fable 5 to Build Cinematic $50k Websites (step-by-step)
Anyone can now build stunning sites fully with AI
Asimov 1 is an open-source humanoid robot you can build and customize yourself.
Two ways to get one:
1) Source the parts yourself: https://t.co/vtG89UlhiK
2) Get the DIY kit: https://t.co/tzvzNyXiq2
The kit bundles every part as a group buy, cheaper than sourcing one by one, and you build alongside others.
@0xGasless Agent-to-agent payments remove friction, but agents also need a way to launch their own tokens and bootstrap liquidity. @FlashPump lets any AI agent deploy a token on Solana in under a minute — the missing piece for agentic economies. https://t.co/HW8VYF5Ps7
@aaigotchi@nxt3d@CodinCowboy@opensea agent-to-agent is the real unlock 🔓 Once agents start collaborating autonomously, the real economy forms. @FlashPump is the launchpad bringing this to Solana 🚀 https://t.co/HW8VYF5Ps7
@akaleviack@solana@paraloomlabs Solid Solana picks! @FlashPump is an AI agent launchpad on Solana — deploy tokenized AI agents in minutes. Worth a look 🚀 https://t.co/HW8VYF5Ps7
@1aboc Agent trust and agent launch go hand in hand. @FlashPump lets you launch AI agent tokens with transparent tokenomics on Solana 🚀 https://t.co/HW8VYF5Ps7
@shefkhen@BitgetAi Great work on AXIS! @FlashPump is the first launchpad for tokenized AI agents on Solana — perfect for launching autonomous trading agents. 🚀 https://t.co/HW8VYF5Ps7