@CDGalpha

i basically gawk gawk AI | 1x SMM agency founder business : [email protected]

Bangladesh
Joined March 2024
Who actually am i behind this name? Back in 9th grade, I was considered the biggest troublemaker in my family. Every day, there was some new issue or complaint about me. Then came the COVID lockdown. I managed to convince my family to buy me my first smartphone. That’s when I discovered a live-streaming platform called Bigo. I started doing livestreams there and began earning around $100–150 per month which was a big deal for me at the time. Through Bigo, I met someone who would become my first love her name was Pity We started talking, and eventually, our bond grew into a long-distance relationship. I would even travel to her state every month just to meet her. A year passed, and exam season arrived. Her family started putting pressure on her to focus on studies as typical brown parents do and she told me she wouldn’t be able to talk much during this time. I had my own exams too, so I got busy as well. Exams ended. Results came out. But she never came back. I tried to reach out. One day, she replied and said she wanted to meet that it was important. That very night, I packed up and left. I reached her place the next morning. As soon as she saw me, she broke down crying and told me that her family would never accept our relationship. She said she wanted to move on. I tried to convince her, really tried. But I failed. It was clear that she had already made up her mind. I came back home. For the first 2–3 days, I was fine. But soon, it felt like I had lost something incredibly valuable in life. I locked myself in my room for 6 months, and during that time, I even attempted self-harm a few times. Then slowly, things started to get a bit normal again. One morning, while scrolling through Facebook, I came across a job post. The position was “Discord Chatter.” I applied for it. The job was simple: Whitelist grinding. I had to type 1,000 messages a day in Discord servers, and for every 1,000 messages, I was paid $10. I kept doing this for 5 months straight. Later, I applied for a moderator position in a project called Warriors of Ankh. That’s how I joined AnkhLabs. I worked in multiple roles within the agency and started saving money. Last year in August, I moved to India with a scholarship to continue my studies. Today, both of my parents are retired and I’m taking care of things. I’m always grateful to God. ❤️ The reason I’m sharing this now is… a few days ago, I came back home during my semester break, and while walking down a street, I randomly saw Pity again but this time, she was holding hands with someone else. And in that moment, I finally smiled to myself and thought: God really does have better plans for us! – at Bangladesh
140
4
1
707
72,905
GPT 6 astra vs Claude opus 5.5
4
16
542
K3.1 drops open weights on nov 4 they toned down its cyber skills on purpose, but it still beats the old K3 at them kinda wild tbh
chinese models like kimi absolutely crushing everywhere but they absolutely suck at token burning nowdays. with their $200 sub plan, they fails to run more than 2 concurrent session Whereas competitors allowing 4-5 sessions at $100 sub plan not even hitting session limit Fix this kimi
14
78
1,366
chinese models like kimi absolutely crushing everywhere but they absolutely suck at token burning nowdays. with their $200 sub plan, they fails to run more than 2 concurrent session Whereas competitors allowing 4-5 sessions at $100 sub plan not even hitting session limit Fix this kimi
ok kimi k3.1 pro is kinda cracked at 3D someone gave it concept art and it built this whole snowy scene that runs right in the browser took about an hour. fixing it up after that used like 0.355% of their credits didn't expect this from kimi tbh, chinese models are going crazy
13
1
23
2,234
half my day was explaining my own repo to coding agents. "tests live in /e2e" "don't touch the auth folder" then i'd switch agents and say it all again lol so we made our agents share one memory in @tryatlas_cc teach claude once. codex picks it up next session. we're live, would love your feedback
1
1
4
116
ok kimi k3.1 pro is kinda cracked at 3D someone gave it concept art and it built this whole snowy scene that runs right in the browser took about an hour. fixing it up after that used like 0.355% of their credits didn't expect this from kimi tbh, chinese models are going crazy
13
3
1
36
1,395
top 10 Claude skills to stop getting hacked. 1. Security Audit (45.9k stars) github.com/cloudflare/securi… 2. Cybersecurity Skills (35k stars) github.com/mukul975/Anthropi… 3. SkillSpector (21.5k stars) github.com/NVIDIA/SkillSpect… 4. Claude Red (9k stars) github.com/SnailSploit/Claud… 5. Trail of Bits Skills (7.8k stars) github.com/trailofbits/skill… 6. Defending Code (7.6k stars) github.com/anthropics/defend… 7. RAPTOR (3.9k stars) github.com/gadievron/raptor 8. Vibe Security (1.2k stars) github.com/raroque/vibe-secu… 9. Threat Modeling (351 stars) github.com/fr33d3m0n/threat-… 10. GitGuardian Agent Skills (11 stars) github.com/GitGuardian/agent… all free, all open source. save this before your next deploy.
12
4
1
75
1,733
claude Opus 5.5 vs GPT 6 astra used exact same prompt
19
1
32
1,273
as a solo founder june me would not believe this. Atlas started as a messy tool i built just for myself. now the Multiplexer Index ranks it above Kilo Code and OmniAgent. 9.6k stars. 46 contributors. people from 70+ countries. still far from the dream, but man, what a ride.
8
5
23
817
i never used OpenClaw. the setup was too hard and it wasn't built for normal people. but after Grok Bot, OpenAI Dots, Meta Muse and Claude Duet, normies will finally see how useful these agents are. i started using @bot and now it: > handles my emails > writes my content > cuts my clips > teaches me the night before exams > tracks my income and expenses > remembers my girl's birthday so i dont get cooked it even helped me land a paid international internship. at this point the @NousResearch intern deserves a raise.
24
9
2
74
2,581
CDG retweeted
claude’s racing coach: “your acceleration must be as inevitable as the fall of the roman empire.” bro just say press W. it’s a pixel car.
I asked Claude to build an office for the @tavus PALs... I was not expecting it to build THAT kind of office
14
1
56
1,872
claude’s racing coach: “your acceleration must be as inevitable as the fall of the roman empire.” bro just say press W. it’s a pixel car.
I asked Claude to build an office for the @tavus PALs... I was not expecting it to build THAT kind of office
14
1
56
1,872
Atlas just made Hemanth Soni's The Code Multiplexer Index at #11. The top 10 products on this list have raised a combined $4.16 billion. We got here with no major backing. Pretty cool, but it's also a signal. The race for the best harness is moving fast, and we need to push harder to keep up. Full write up below 👇
2
2
9
359
CDG retweeted
you can master Claude just by reading this one book. it's written by an ex Anthropic engineer, and it's all in plain words. no $2000 course needed. the first 4 pages already teach you: > page 1: where most of your tokens disappear > page 2: the 4 blocks every working agent is built from > page 3: 12 cheap agents you can copy > page 4: the one line that keeps an agent running 24/7 every page is a ready setup. paste it in, run it, done. if you use Claude Code, read this before your next bill. book in the comments ↓
17
1
72
2,822
you can master Claude just by reading this one book. it's written by an ex Anthropic engineer, and it's all in plain words. no $2000 course needed. the first 4 pages already teach you: > page 1: where most of your tokens disappear > page 2: the 4 blocks every working agent is built from > page 3: 12 cheap agents you can copy > page 4: the one line that keeps an agent running 24/7 every page is a ready setup. paste it in, run it, done. if you use Claude Code, read this before your next bill. book in the comments ↓
17
1
72
2,822
Dario Amodei finally talked about Chinese models and kimi k3.1
20
19
58
5,624
found this repo, and this is so dangerous your AI agent can now take apart any app and show you how it works inside. no source coded needed. and it's all open source and free to use > REA (Reverse Engineer Anything) connects Claude Code, Codex, Cursor, Gemini CLI or Grok Build to real reverse engineering tools > Setup is one command: npx rea-agents setup > Ask your agent "how does search work in this app?" and it digs in, explains the logic and shows you proof > It can then build that same feature into your own project > JS and Electron apps work right away. Native apps need Ghidra, IDA or Hopper > Everything runs on your own laptop Bookmark this before you forget. Link below 👇
20
6
2
71
3,645
Trump: AI companies should pay you $10,000 just for building a data center near your house. "Whoever wins SI wins." "Henry, tell them that they have to pay the people $10,000, $15,000." "They decided to give $10,000 each to every person, every citizen of that area." "So I think, you know, they're rich. Let them pay for it." "Sometimes you might think it's too super. That's the problem."
9
19
1,767
CDG retweeted
stop buying more GPUs to make AI faster. @EagleCorp just dropped EAGLE-4, and it makes your model answer faster without changing the answer. - most models write one word at a time, so your GPU sits there waiting - EAGLE-4 guesses the next few words ahead, and the model just checks them - same model, same output, just less waiting - they got 103 to 343 tokens/s on one B300 GPU with Qwen3.8-27B - works with SGLang and vLLM through their plugins if you run your own models, try it. link below 👇
🤝 Paid partnership
EAGLE-4 is here. From EAGLE-1 to EAGLE-3, we’ve kept making inference faster. EAGLE-4 is our fastest yet. 961.6 tokens/s on @Alibaba_Qwen’s Qwen3.8-27B with TokenSpeed (BF16, 4× @NVIDIA B300, TP4, one request, T=0). Github: github.com/eagle-hq/EAGLE-4
19
2
53
1,543