Coding Dynasty (@codingXdynasty) header
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I break down Dev & self-hosting fixes for indie devs. Node, Python, Docker, VPS. Daily Tech tips.

Joined June 2023
Photo by Coding Dynasty (@codingXdynasty)Photo by Coding Dynasty (@codingXdynasty)Photo by Coding Dynasty (@codingXdynasty)Photo by Coding Dynasty (@codingXdynasty)Photo by Coding Dynasty (@codingXdynasty)Photo by Coding Dynasty (@codingXdynasty)Photo by Coding Dynasty (@codingXdynasty)Photo by Coding Dynasty (@codingXdynasty)Photo by Coding Dynasty (@codingXdynasty)Photo by Coding Dynasty (@codingXdynasty)
Coding Dynasty retweeted
Hey @grok remove the worst AI model .
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Coding Dynasty retweeted
You can now find out if any reach limitations have been applied to your account
Under the Hood now shows you which posts received a visibility-limiting label, making it easier to see what’s affected: xitter.gq/i/jf/under_the_hood This was a top request — thanks for the feedback. You’ll see the specific posts listed when fewer than 5% of your posts during the report period have that label.
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Coding Dynasty retweeted
Always specify the algorithm yourself. Never trust an agent's default for password storage. Tell it to use Argon2id (OWASP top recommendation) with at least 19 MiB memory, 2 iterations, and parallelism 1. Agents still sometimes output bcrypt, PBKDF2, or worse like SHA-256/MD5.
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Coding Dynasty retweeted
Day 25/ We are doubling all usage limits for all Pro 100/200/500 tiers and Business Premium, effective today. We heard your kind feedback and won’t be reducing usage limits for Pro 200, so your Work and Codex usage will stay the same. We’re also going to continue offering extended limits for dots for now, and usage of your dot will still continue to be separate from your default usage. And we'll of course also keep shipping better models and other efficiency improvements that increase your effective usage over time.
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Coding Dynasty retweeted
GPT-6 Bel leak: Coming Soon Bel reportedly succeeds the earlier project Doug - The rumoured GPT-6 Bel could exceed 10 trillion parameters - It may lay the groundwork for OpenAI’s next generation of models - Its potential role could extend beyond the GPT-6 generation GPT-6 Bel might even be the base for an AGI-threshold model
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Coding Dynasty retweeted
Starting today, eligible ChatGPT Pro and Business subscribers can claim up to $500 per month in API credits to build apps and agents.
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Coding Dynasty retweeted
Gemini 4 Carbon is official. Google says it can stick with complex engineering tasks for days. Access starts with select cyber defenders, not everyone. Smarter answers are nice. Reliable follow-through is the real test.
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Coding Dynasty retweeted
X VIRAL FORMATS 🚨 I studied ~2,100 X posts from the last 72 hours. Only 5 formats beat the author's follower count by 10x or more. 1. One open question. 8.4M views on 12.7K followers. 2. A one-line confession. 230K views on 3.6K followers. 3. A quote post plus your own one-line take. 870K views on 38K followers. 4. A real situation, then "explain this to me?" 4.6M views on 40K followers. 5. A short caption over a found video. 5.4M views on 16K followers. All 5 fit in a few lines. Stop writing essays. Start writing posts people want to answer. Which one are you trying this week?
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Coding Dynasty retweeted
HTTP starts with a request and a response. In GET /notes, GET is the method and /notes is the path. A 200 status signals success. This HTTP/1.1 sketch omits headers and body so the first lines are easier to see.
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Coding Dynasty retweeted
poteto.com has landed
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Coding Dynasty retweeted
Work hard in silence. Let success be your noise. 🏆
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Coding Dynasty retweeted
The demo above shows how all these capabilities come together in real time. Prompt “traffic light green,” and Gemini reasons through what happens next as the signal changes: the engine revs, and the motorcycle accelerates down the coast. Full prompt here: Environment: A sun-drenched coastal highway viewed right at the white stop line of a beachfront intersection, where an overhead traffic light hangs prominently in the immediate foreground glowing bright red. Running parallel to the road strictly along the right-hand side is a golden sandy beach and shoreline with rolling turquoise ocean waves under a clear blue sky. Character: Shot from a first-person POV seated on a motorcycle positioned right up close to the traffic light, facing straight ahead over the handlebars, side mirrors, and dashboard. With the sea and shore visible on the right side of the frame, the rider rolls the last few feet up to the white crosswalk line and comes to an idling stop directly beneath the glowing red signal, gloved hands resting on the grips while waiting for the light to change. deepmind.google/blog/genie-4…
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Coding Dynasty retweeted
Backend Concepts Every Developer Should Know • 🌐 HTTP → Communication between client & server • 🔗 API → Interface between different systems • 🔐 Authentication → Who are you? • 🛡️ Authorization → What can you access? • 🧠 Middleware → Logic between request & response • 💾 Caching → Store frequently used data • 📄 Pagination → Return large data in chunks • 🚦 Rate Limiting → Control request frequency • 📝 Logging → Record application events • ❤️ Health Check → Verify service is working • 🔄 Load Balancer → Distribute traffic across servers • 📦 Queue → Process tasks asynchronously • 🔁 Retry → Try failed operations again • ⏱️ Timeout → Stop requests taking too long • 🔒 Validation → Ensure input is correct • 🗄️ Database Index → Speed up data lookups • 🔗 Database Transaction → Keep related operations consistent • 🧩 Webhooks → Notify another system about events • 📡 WebSocket → Real-time two-way communication • 🔍 Monitoring → Track system health & performance Save this Backend gets much easier when these concepts start clicking
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Coding Dynasty retweeted
Everyday is zero-day these days
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Day 22/ Terra is back! Our first model that is significantly better at writing, personality and nuanced understanding of requests. Packs a punch across the board, very good at computer use, and gives 2X more usage than 6.1 Sol across API and subscriptions.
GPT-6.1 Terra: delivering fast and capable computer use at a lower price. GPT-6.1 Terra understands what’s on screen, takes action across apps, writes naturally, and is a more capable model for your whole workday with the efficiency to take on more of it.
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Coding Dynasty retweeted
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Coding Dynasty retweeted
GPT-6.1 Terra: delivering fast and capable computer use at a lower price. GPT-6.1 Terra understands what’s on screen, takes action across apps, writes naturally, and is a more capable model for your whole workday with the efficiency to take on more of it.
🤖 Made with AI
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Coding Dynasty retweeted
X ALGORITHM UPDATE 🚨 X just stopped cutting new posts first, and that should help small accounts (I check it daily with Claude and share updates worth sharing with you) tl;dr: - X can only check 2,800 posts each time you open your feed - new posts used to be last in line, so they got cut first - now everything gets cut equally, new posts included - posts labeled low quality or misinfo now show a warning, and people can't like, reply or share them - no score changes this time lesson learned: your new posts now get a fair chance to be seen. Your first 2 hours still matter most. full details: - How it worked until this week Every time someone opens For You, X collects around 3,700 posts it could show them: posts from people they follow, popular posts, posts liked by similar people, and brand new posts. But X only has time to check 2,800 of them. So it just took the first 2,800 in line. Brand new posts were at the back of the line. When there were too many, they were the ones left out... and a post that never gets checked can't be shown. - What changed Now everything gets cut by the same amount. 25% too many? Every type of post loses 25%, new posts included. Nobody goes first. - Why small accounts should care Those brand new posts are under 2 hours old, with under 8 likes and under 500 views. That's where most posts from smaller accounts are. My read: they now get a fair chance instead of being cut first. How often X actually hits the 2,800 limit isn't in the code, so I can't tell you how big the difference is. - Low quality and misinfo posts now show a warning If X labels your post as low quality or misinformation, people who don't follow you see a warning on it, and they can't like, reply, repost, bookmark or share it. The code doesn't say what gets a post that label. Here's a recap of what you should be doing: - a new post gets its extra push only in its first 2 hours and first 200 views, so post when your people are online - likes carry more weight than ever at 0.66 each - people sticking around pays, the time-spent score is 50% higher than two weeks ago - a read of 10+ seconds after someone opens your post adds 0.4 - the boost favors the post with the best like rate from its first viewers - accounts up to 50K can get one fresh original lifted to roughly 16th - nothing beats a copy link share, it scores 20 - replies, quotes and DM shares each score 5 - talk with your mutuals, replies between you score 20 instead of 5 - originals are the only posts that travel outside your follower base - the 1st and the 32nd like each open a new route to strangers - your 2nd post in the same feed is worth 62% of the first, so pick your best one - videos still need 10+ seconds to qualify for the video lists - earning a follow adds 4 - a pinned post with a bad link can flag the account for 7 days, worth a quick check What you should NOT be doing: - posts that get labeled low quality or misinfo now carry a warning, and nobody outside your followers can like or share them - video alone won't carry you, an open counts 0.02 and the watch 0 - hide-worthy posts cost more, "not interested" sits at -52.27 - a post at 3am burns its 2 hour window before anyone sees it - a tap that turns into a bounce is worth only 0.3 - replies and reposts don't get past your followers - insults get your post hidden from anyone who doesn't follow you - adult media in 3 of your last 5 posts puts a label on your account - disguised content in videos gets checked from 64 likes, harder at 512 - self-reply chains under big accounts risk being zeroed - one account label and non-followers stop seeing you entirely - low-rated links don't belong in your pinned post - recycled wording can get tagged as copypasta spam - strangers tagged plus a low quality link is a pattern X flags - engagement bait has no size exemption - several posts in a row end up competing with each other - hashtag stacks add nothing - bookmarks are still worth 0 - 48 hours in, For You is finished with a post
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‼️ Researchers Use AI Agents to Breach Anthropic’s Internal Systems in Just 12 Hours Details: cybersecuritynews.com/anthro… Cybersecurity startup Cathedral says its AI agents found routes into Anthropic’s internal business systems in less than 12 hours, exposing how fast automated security tools can find and chain flaws across connected services. The work took place through Anthropic’s program for outside researchers, making this an authorized security test rather than a criminal attack, according to The Washington Post. The agents did not break Anthropic’s core AI models or exploit the company’s own code. Instead, Cathedral said they used weaknesses in unnamed third-party software used for administrative and sales work. Once inside, researchers reached meeting transcripts, salary and job-offer details, and internal Slack talks about Anthropic’s advanced AI models. #cybersecuritynews
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‼️Microsoft Authenticator Flaw Lets Malicious Android Apps Steal Account Tokens With Zero Permissions Details: cybersecuritynews.com/micros… Microsoft patched high-severity flaw CVE-2026-80097 (CVSS 8.6) in Authenticator for Android, allowing malicious apps with no declared permissions to steal work account access tokens due to improper authentication in its broker component. Microsoft classified the flaw as a local elevation-of-privilege vulnerability. The issue affected Android devices with Microsoft Authenticator installed and a signed-in work account. #cybersecuritynews
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