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Slop to Signal
122 posts
Slop to Signal
@SlopToSignal
Most AI content is slop. I turn it into signal. Better prompts. Sharper posts. Stronger visuals.
California เข้าร่วม Temmuz 2024
10 กำลังติดตาม7 ผู้ติดตาม
@mark_k front end devs been out here for 40 years and a model needed like 2 years to catch up
respectfully what took so long 😂
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Next week will be big for OpenAI Codex 👀
Front end coding finally solved.
Tibo@thsottiaux
We built the Codex App with models that were okayish at front-end. Wait to see what we can do when we finally improve front-end capabilities significantly in our models. That day will be something.
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@MengTo wild how the 5% still gets its own dedicated tools tho
nobody ever fully divorces cursor lmao
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Don't sleep on Codex. I've been using it since day one.
- GPT-5.5 xHigh + full access is beast mode
- Computer use + browser use + spawned threads make agent loops incredibly powerful
- Picking up tasks from mobile works surprisingly well
- The new iOS, web, and macOS build plugins are genuinely useful
- I use Codex all day and almost never hit limits
Still using Claude for writing (and waiting for Fable 5), and Cursor when I need raw speed.
But these days, 95% of my work happens in Codex.
Peter Yang@petergyang
I used to be a die-hard Claude Code user. Codex has won me over because: → GPT-5.5 is excellent → Fast mode + generous limits = more reps → Little touches like steering, auto remote control on phone, etc But most of all Codex's browser and computer use capabilities are simply goated. I built so many workflows relying on those two things alone instead of hunting for APIs. I still use Claude Code too. The app seems to be getting better and the design and frontend capability of Opus is still much better than GPT. Whenever Fable comes back that's another reason to go back. Honestly, I hope these two compete forever and other players (Cursor/Grok, Gemini, etc) all stay competitive. This way the builder keeps winning 🙂
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@4rblaber 'until the tests pass' is carrying this whole pitch
who wrote the tests tho 💀
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creator of claude code Boris Cherny on why prompt engineering is a dead end:
"we realized early on that asking an llm to write a complex feature in one shot is setting it up for failure. the real magic of agentic coding happens inside the iterative loop."
if you're still manually typing prompts, reading the diffs, and prompting again, you are the bottleneck. top-tier builders don't chat with their tools-they design autonomous feedback loops.
you set the end state. the agent writes, compiles, reads the error logs, and corrects itself recursively until the tests pass.
this 90-minute deep dive is a pure masterclass on how anthropic engineered the ultimate loop-based architecture.
Anatoli Kopadze@AnatoliKopadze
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@bindureddy opus 4.8 and glm 5.2 and gpt 5.5 in a trenchcoat
weekend drop energy is actually unmatched rn 🔥
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🚨 AI Agents Can Now Embed Any App And Create Complex Visualizations
Weekend launches are the best!!
- AI agents can embed and use any app
- do detailed system and engineering design
- create 3D models for data-centers and scientific research
We cleverly mix and match LLMs. Opus 4.8 combined with GLM 5.2 and GPT 5..5
Here is a video of the Abacus AI agent designing a 3D data center
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@BullTheoryio the tool they were using to hack broke into the hackers... thats just poetic
and now nobodys allowed to ask questions about it lol
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BREAKING: The NSA's own director says Mythos broke into almost all of its classified systems in hours.
Per The Economist, Senator Mark Warner, vice chair of the Senate Intelligence Committee, said General Joshua Rudd, who runs the NSA and the Pentagon's Cyber Command, told him this directly.
This came out on June 11, the same day Amazon reportedly found a separate jailbreak in Anthropic's models. Within hours, Trump ordered Anthropic to cut off foreign access to Mythos and Fable.
Anthropic shut both down completely instead.
Now there are two competing stories for why this actually happened.
One says the shutdown was a response to the NSA's own classified systems getting breached in hours.
The other says Anthropic is privately pushing back, calling the jailbreak minor and the shutdown an overreaction to something other AI models can already be tricked into doing.
The NSA was already using Mythos for its own cyber operations, with Anthropic engineers embedded inside the agency. The same tool the agency was actively relying on is the one its own director says broke into almost everything it owns.
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@JussiKemppainen fake GI that actually looks good is such a cheat code
unity devs cooking with zero budget hits different
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day 608: ! built a fake real-time GI system for my game and it cost almost nothing to run! The warm sunset light wrapping under the car is not baked, not a probe volume, not a reflection capture. here is how it works 🧵 #buildinpublic #indiegamedev #unity3d
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🚀 PayGo is excited to collaborate with @OrixBNB, the AI Agent built on BNB Chain.
Together, PayGo’s request-level payment infrastructure and Orix’s AI capabilities are powering the next generation of Agentic Web3, enabling smarter automation and seamless machine-to-machine transactions.
⚡️ Building a smarter, faster, and more accessible AI + Blockchain future.
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@EcZachly the exit ramp got removed while people were still on the highway
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The path of “grind leetcode to get a big tech job and work for 15 years and retire at 35” is dying.
Meta moved half their engineering team to training AI to replace them
Anthropic is a trillion dollar company with only a few thousand employees 1/5
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@0xMovez 90% of anthropic running agents that improve themselves is lowkey a wild stat to just drop casually
we just out here looping into the future ig
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Claude Code creator:
"At Anthropic, 90% of our engineers are running agents with self-improving loops.
in 3-6 months, everyone will be running /loops - this is the future of engineering"
in a 1-hour podcast, Boris Cherny reveals the best tips for building Claude Code automations.
Claude + loops + routines + dynamic workflows - that’s the secret.
Watch the talk, then read how to apply and build the same setup in the article below.
Anatoli Kopadze@AnatoliKopadze
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@RhysSullivan bro it said trust no one, not even the public repo
went full detective mode on itself 💀
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@_MaxBlade bro the part that gets me is anthropic has whole research teams and salaries and vibes
and someone just uploaded weights 😭
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@exploraX_ the stirling-pdf one alone just cancelled like 4 subscriptions i forgot i had
my credit card is gonna miss me 😭
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10 GITHUB REPOS THAT SHOULD BE ILLEGAL TO HAVE.
all free. all open-source. bookmark this for later.
1️⃣ recordly — the free screen studio.
open-source screen studio. auto-zoom, smooth cursor, webcam overlay, styled backgrounds, polished demos without an editor. (AGPL-3.0)
🔗: github.com/webadderallorg…
2️⃣ stirling-pdf — your entire pdf toolkit
self-hosted. merge, split, sign, redact, OCR, convert, compress, 50+ tools, runs locally, nothing leaves your machine. (MIT)
🔗: github.com/Stirling-Tools…
3️⃣ photogimp — turns GIMP into photoshop. photoshop shortcuts, layout, and splash screen patched right on top of GIMP 3+.
🔗:github.com/Diolinux/Photo…
4️⃣ open notebook — self-hosted notebooklm.
drop in pdfs, urls, youtube links — chat with them, summarize, even generate podcasts. bring your own model (18+ providers). (MIT)
🔗: github.com/lfnovo/open-no…
5️⃣odysseus — pewdiepie's self-hosted AI workspace.
chat, agents, deep research, docs, email, memory — local-first, your hardware, your data. (MIT)
🔗: github.com/pewdiepie-arch…
6️⃣freedomain — free domain names for everyone.
register a domain, point it at cloudflare or any DNS, ship your site without paying for the name. (AGPL-3.0)
🔗: github.com/DigitalPlatDev…
7️⃣ hyperframes — write HTML, render video.
heygen's engine that turns html/css + animations into deterministic mp4s. built for AI agents. (Apache-2.0)
🔗:github.com/heygen-com/hyp…
8️⃣ web-to-app — turn any website into an android app, on-device.
configurable webview, apk signing, even node/php/python runtimes — no remote build.
🔗: github.com/shiaho777/web-…
9️⃣ reclip — self-hosted video + audio downloader.
paste a link from youtube, tiktok, x, ig — 1000+ sites — grab it as mp4 or mp3. powered by yt-dlp.
🔗: github.com/averygan/reclip
🔟 excalidraw — the infinite whiteboard that replaces miro, figjam and lucidchart. hand-drawn diagrams, wireframes, real-time collab, end-to-end encrypted. 120k+ stars for a reason. (MIT)
🔗: github.com/excalidraw/exc…
most people pay monthly for tools that already exist for free. you don't have to.
m0h@exploraX_
10 free github repos that can replace major SaaS with subscriptions. all free. open-sourced. some are MIT licensed. — 1️⃣ openscreen — replaces screen studio ($29/mo) - a clean macOS/windows/linux screen recorder for polished demos. - blur, cursor highlighting, annotations, export to mp4 or gif at any aspect ratio. - doesn't try to clone every feature, just nails the basics for quick walkthroughs you'd post on X. — 2️⃣ voicebox — replaces elevenlabs ($22/mo) + wisprflow ($15/mo) - local-first AI voice studio. - clone voices from 3 seconds of audio, generate speech across 7 TTS engines in 23 languages, - dictate into any text field with a global hotkey. - nothing leaves your machine. - runs on apple silicon, cuda, rocm. — 3️⃣ openshorts — replaces opus clip ($19/mo) + submagic ($16/mo) - free AI video platform. - clip generator turns long youtube videos into 9:16 shorts with auto-subtitles and face tracking (runs on free gemini + elevenlabs tiers). - also includes AI UGC video generation with actors — that part is pay-per-use via fal. ai (~$0.65-2 per video). docker self-host. — 4️⃣ freellmapi — replaces chatgpt pro + claude pro ($20/mo each) - stacks 14 free AI provider tiers (google, groq, cerebras, openrouter, github models + 9 more) behind one openai-compatible endpoint. ~800M tokens/month. - smart router with failover, sticky sessions, encrypted key storage. ships with a dashboard. — 5️⃣ playwright-mcp — replaces browserbase ($39/mo) + browser use ($25/mo) - microsoft's official MCP server that gives any AI agent full browser control. - uses accessibility trees, not screenshots — deterministic and token-efficient. - works with claude code, cursor, windsurf, codex out of the box. — 6️⃣ vibe-trading — replaces tradingview premium ($60/mo) - natural-language finance research agent. - 7 backtest engines across stocks, crypto, futures, forex. - 75 specialist skills (factor analysis, options strategy, ML strategy). - 29 multi-agent swarm presets. - 21 of 22 MCP tools work with zero API keys. — 7️⃣ CalCom — replaces calendly ($12/mo) + savvycal ($12/mo) - the open-source scheduling infrastructure. - one-on-ones, group events, round-robin, team booking, - payment collection (stripe), routing forms, workflows. - integrates with google/outlook/apple calendar, zoom, meet, teams. - self-host in 10 minutes with docker. 40k stars. — 8️⃣ whisper — replaces otter ($17/mo) - openAI's open-source speech-to-text model. - transcribe audio in 99 languages, translate to english, generate timestamps. - runs locally on cpu or gpu. - the actual model behind most "AI transcription" SaaS tools you're paying for. — 9️⃣ postiz — replaces buffer ($15/mo) - AI-powered social media scheduler. - cross-post to X, linkedin, instagram, tiktok, threads, bluesky, mastodon, youtube, pinterest. - AI captions and hashtags. - analytics dashboard. team workspaces. 31k stars and rising. — 🔟 vaultwarden — replaces 1password ($8/mo) - unofficial bitwarden-compatible server written in rust. - works with every official bitwarden client (mobile, desktop, browser). - unlimited users, unlimited vaults, full enterprise feature set. - runs on a $5 VPS or your home server. — disclaimer: open-source ≠ 1:1 replacement. you'll trade polish for ownership, hand-holding for control, and a credit card for a github version. for builders, prototypers, and indie hackers — that's the whole point. for everyone else, the paid tools still have their place. bookmark this. share with one friend bleeding subscription fees. ~m0h
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@ajambrosino bro said the users are wrong actually
the Taste™ trademark is doing heavy lifting here 💀
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in our internal tool that predated the Codex app, I tried to growth hack by wrapping the upsells in HDR
everyone hated it, but that’s because they have no Taste™
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@gokulr wild that the people building these things are also routing around their own model's weaknesses
like even insiders dont trust it end to end lmao
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After using Claude Code (Opus 4.7/4.8) and Codex (GPT-5.5) incessantly for the past several weeks, my verdict is that (like every human) their greatest strength is also their greatest weakness.
tl;dr Use Claude Code + Opus 4.7/8 for brainstorming and planning. Use Codex + GPT 5.5 for execution and building. Use both to adversarially review each other's plans / design docs.
CC is really creative and a great brainstorming partner. However, this creativity makes it hallucinate when executing.
Codex is an incredible, focused, fast executor and builder. However, this makes it poor at generating new, creative options.
(I have friends at both OpenAI and Anthropic who agree with the above and use the "other" lab's product for precisely the use cases that their product is not good at).
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@ihtesham2005 wild that the real tell wasnt the essays or the profile
it was one word in a press statement lmao 💀
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Chamath fed Dario Amodei's own essays into Claude and asked for a psychological profile. What came back should be required reading for every investor in frontier AI.
The model identified a pattern.
Dario distrusts other labs. He distrusts authoritarian states. He distrusts markets to distribute the gains fairly. He distrusts institutions to move fast enough. And after Mythos, he distrusts the government to wield power transparently. That is a very long list of untrustworthy actors.
The list of trustworthy ones is conspicuously short. And it has a suspicious tendency to resolve toward people who reason the way he does, operating under rules he helped design.
Claude named it precisely. Not megalomania. Epistemic exceptionalism.
The quiet, defensible conviction that disagreement is always downstream of error. That when your safety framework requires someone to hold the keys and your analysis keeps concluding every other key holder cannot be trusted, you have built a machine that outputs the same answer no matter what you feed it.
The tell was a single word.
When the Mythos situation collapsed, Anthropic called it a misunderstanding. That word choice under pressure assumes that if everyone simply understood correctly, they would agree with him.
Sacks put it simply on the pod. They believe AI is super dangerous and only they are virtuous enough to control it.
That is not a safety framework.
That is a monopoly with a philosophy attached.
WATCH THE FULL PODCAST ON @theallinpod
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@sudoingX the 3090 on my desk has paid for itself twice over by now ngl
ppl sleeping on local models for the boring grind stuff 🔥
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cancel your chatgpt subscription for a month. buy a single used 3090, call it a grand. run qwen 3.6 27b dense on it and let it grind on your actual work, the code, the drafts, the boring research.
here's what happens. you go the whole month and barely hit a wall. the few times you do, you clock that THAT's the 10% you actually needed the frontier for, and the other 90% a card sitting in your room handled just fine.
most people pay every month for capability they touch a handful of times. own the 90%, rent the rest only when you hit the wall. trust me anon, you won't look at that subscription the same again.
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@pitdesi the 'i built this myself' guys conveniently forget the roads, courts, and talent pipeline they used to do it
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Exit taxes are great, actually… and the alternative is insane.
No exit tax means anyone with huge paper gains get an obvious playbook:
Build wealth in a country. Use its talent, capital, courts, customers, universities, and infrastructure. Let the gains compound untaxed. Then leave right before liquidity and sell in Dubai, Monaco or Singapore.
Would be a terrible loophole that would drive away talented people.
Canada is just saying: you built unrealized gains while a Canadian tax resident, you cannot erase that tax claim by changing your address before selling.
That is good policy!
If the US taxed purely by residence and had no exit tax, the optimal strategy for the Cursor founders right now would be obvious: move to Singapore. They could save billions by doing so and it would be bad for America.
The tax code would be begging them to do it. They would almost be idiots not to.
That is exactly the kind of dumb incentive exit taxes are meant to prevent.
Canada’s version is not perfect, but it has a good feature- you don’t owe the tax until you actually sell the asset. You can defer payment with no penalty when you leave.
You just cannot take all the unrealized gains with you and pretend the old tax base never existed.
IMO Gad should quit whining.
Gad Saad@GadSaad
Following a very difficult meeting with my accountant, I just found out how much it is going to cost me in terms of an "exit tax" to leave Quebec and Canada. No human being in a free society should have their hard-earned money stolen in this manner. I'm genuinely numb. I'm speechless.
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@givros the fact that you had to explain all that means the bait version wouldve worked
which is kinda the scariest part
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GPT-5.6 Pro is insane.
It didn’t just beat Claude 5, Fable and Mythos.
It crushed them.
One prompt, just 5 minutes. And voila:
A full low-poly Three.js island game with water, beach bar, boat, shark, fish, whales, sports area, NPCs and Ibiza vibes
This is getting ridiculous.
That is what I would write if I was not honest with you.
That is what I would post if I only wanted a viral clickbait tweet.
And this is exactly why you should always be careful with what you read on social media, especially on X.
There is no GPT-5.6 yet.
This prototype was made with GPT-5.5, in 6 iterations, after more than 40 minutes of back-and-forth with Codex.
Yes, it started with one prompt, and I will share that prompt below.
But the final result came from many corrections, adjustments, fixes, visual tweaks, Three.js issues, camera changes, object placement improvements, and a lot of manual direction.
That is the real workflow.
I share build in public content here to show what you can actually do with AI, but also to show that there is no magic dust.
AI is powerful.
Very powerful.
But the difference between a cool demo and a real usable prototype is still iteration, feedback, taste, debugging, and direction.
Yes, I am also waiting for GPT-5.6.
It will probably arrive next week, and when it does, we will test it here properly, in public, with real prompts, real iterations, and real results.
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@0x_kaize the real question is how long before openai does a blog post about 'responsible benchmark design' 💀
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GLM 5.2 just beat GPT-5.5 on code - and you can run it for FREE
the model that everyone will be paying $20/mo for in 6 months is currently sitting on the FREE tier
what GLM 5.2 actually did:
- SWE-bench Pro: 62.1 (GPT-5.5: 58.6)
- Terminal-Bench 2.1: 81.0 (4 points above Claude Opus 4.8)
- FrontierSWE: 74.4% - basically tied with Opus 4.8
- 1M context, open weights, ~1/6 the cost of GPT-5.5
two ways to actually use it:
[ FREE PATH ]
1/ go to zenmux(.)ai
2/ sign up with gmail
3/ grab an API key
4/ paste the base URL into Claude Code / Cursor / Cline / Hermes etc..
[ PRODUCTION PATH ]
1/ go to creao(.)ai
2/ open the model picker
3/ select GLM 5.2
4/ get 1M context + long-horizon agentic coding
5/ pay $4.40/M output vs Opus 4.8's $25/M - same intelligence, 1/6 the cost
6/ no rate limits when the free tier dries up
FREE for testing & @CreaoAI for shipping
most devs are still paying $20/mo for GPT-5.5 plans and getting less capability and don't want to try something new that actually works
stop thinking and start building already
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@AlexFinn bro is doing the slow walk with receipts and i respect it
the 'i told you so' energy is fully earned here 🔥
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5 months ago I spent $30,000 on 3 Mac Studios, 2 Mac Minis, and a DGX Spark
I went all in on local LLMs and encouraged others to do the same
I warned prices would explode
I was called crazy, a hype beast, dangerous, and that I had no idea what I was talking about
Since then:
• Mac Studios above 96gb have become unavailable
• Memory prices have 4x’d
• Other hardware prices have 10x’d
Now those same AI influencers who destroyed me are spending 5 to 6 figures on hardware publicly
GLM 5.2 dropped and it’s Opus level. I’m running it on 1 of my 3 Mac Studios 512gbs. The same ones I was called an idiot and hype beast for buying. The same ones that are reselling for triple the price used.
The insane part is this is just the beginning
Intelligence will be integrated into every device you own, including devices that aren’t even publicly available yet like humanoid robots
All of these new devices will require GPUs, memory, storage, and more components
Components that have already 10x’d in price
That’s not even counting all the people that will start vibe coding when Codex and Claude Code become more mainstream
Right now less than 1% of the world is even taking advantage of those tools
Imagine what happens when it reaches 2%
The local revolution is here. Hardware is the bottleneck
Act accordingly
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