Pinecone @__pinecone
Hit that follow button. You know you want it! Joined September 2009-
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@rand_longevity Can I throw a saddle on that thing?
@sama "we let the API settings become harness goblins" - ChatGPT probably
@msaraivaf @davepl1968 Yeah, I agree that simplifying it is probably the answer
i always disable all permission checks for my agents - i don't even do auto review. many people saw that in my videos and asked me how i dare do that, and that's actually a really good question on a high level, there are 3 things that allowed me to do that - 1. a mindset shift - my machine is not mine i now treat it as my employee's device. if i hired a human employee and bought a laptop for them, i would never tell them to ask me for approval each time they wanted to run a shell command on it if you worked in IT for any big enough company, you would know that humans destroy their devices a lot more often than agents the solution is not to introduce an approval process that constantly blocks my employees from doing their work. it's to be ready to wipe the whole thing any time, which leads to - 2. fully reproducible config i showed this in my video and my public dotfiles repo - github.com/kunchenguid/do… i use nix-darwin and home-manager to make my entire machine instantly reproducible. if anything goes wrong, i wipe the whole thing, clone my dotfiles, run rebuild, and a few minutes later everything's up and running again 3. isolate all secrets production secrets and credentials should never live in plain text on an employee's machine. i always lock down all my secrets behind a gate that only i can authorize i showed this in my latest video that my latest go-to solution for this is @AutomicVault - every time my agents need to access a secret, they go through me and i can decide whether i allow it or not based on the command they are trying to run that needs to secret with this setup, my agents can work in a trusted by constrained manner, allowing them to move freely yet there's no way for them to create a disastrous outcome
Asked Codex in Buzz to configure setting up Devin with Kimi and Cursor with Grok, and it did it. Now the whole gang is here. 5.6 Sol is default, Fable 5, Kimi K3, and Grok 4.5.
More opensource goodness. We have just released a CLI and TypeScript SDK for finding, validating, and fixing security vulnerabilities in your code. Scan repositories, review changes, track findings over time, and run security checks in CI. github.com/openai/codex-s…
@MarkCHealey I still enjoy listening to our world class broadcast crews (TV and radio), even when we're not that competitive
My 5 biggest takeaways from @jxnlco (DevEx at OpenAI) on how to use Codex for work: 1. Ask Codex to mine your past sessions for new skills and workflows Ask Codex to review all your threads from the last 30 days or so and suggest new skills and workflows for the tasks that you repeat the most often. Prompt and more below 👇
“The only job left is to understand what you don't like, put it into words, and tell the AI.” Here’s my new episode with @jxnlco (DevEx at OpenAI) where he showed me how he uses Codex throughout his workday, including how to: → Set up a chief of staff for Slack and email →
chatgpt work is remarkable, and "work" undersells it. from my phone i sent: "use all my chat history to figure out ideas for a long weekend trip with 8 friends, plan the best three options, make a full-stack site where the 9 of us can coordinate on what we would want to do in each place and decide where to go, and then after we get to group agreement make reservations. draft an email in my gmail i can send out to my friends when the site is ready." it...just worked.
@unclebobmartin @rational_tilt I like having my agents spawn sub-agents to adversarially pressure test with fresh eyes (context)
This is the way
AI agents can write code many times faster than a human. What this means is that you, the programmer, have a large amount of time to use those agents to write unit tests, to write acceptance, tests, to write property tests, to torture test, to mutate test, to QA test, and to
For my first post, I’m sharing a letter @NVIDIA signed on why open models matter. AI will transform every industry, power every company, and be built by every country. Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty. The world needs both frontier closed models and frontier open models. images.nvidia.com/pdf/Open-Weigh…
@MemeFolder_ @Ananth7e Just give an agent a super long task or goal and tell it to finish without stopping for any reason 😉
Anthropic engineer: "You're not supposed to babysit the model. Put it in a graph, and it catches its own mistakes and runs a dozen tasks at once." In 25 minutes he breaks down exactly how Anthropic builds agents that run in parallel, check each other's work, and recover when one fails. Worth more than any paid course you'll find on building agents. Watch it, then read detailed guide on graph engineering below.
We removed ~80% of the Claude Code system prompt for our newest models, this is what we've learned about writing system prompts, skills and Claude.MDs for them. x.com/i/article/2080…
MIT put its full multivariable calculus course online in 2007 and charged nobody a dollar for it. Lecture 34 is the final review. A professor in an orange sweater writes Unit 1 on a chalkboard and starts working through the whole semester. The camera never moves much. No editing, no music, no production budget visible anywhere. MIT OpenCourseWare launched in 2001 with 50 courses. The plan was to publish materials from every course the university taught. Faculty were told they would get no royalties and no extra pay. Most agreed anyway. The catalog passed 2,400 courses. Downloads run past 300,000,000 and the site draws millions of visitors a year from countries with no equivalent institution. Universities charging 60,000 dollars a year watched a peer give the lectures away and kept charging. The thing people pay for was never the lecture.
This is 1000% my new desktop wallpaper. It’s gonna stay for a damn long time too.
it's one click in buzz to make a local model available to agents AND share your compute with other people. just one. and your agents will automatically chose the largest/best shared model available.
I’m significantly older than you. I started coding in the late 60s. My current strategy is to not read any of the code written by my agents. That’s the only way I can take advantage of their productivity. What I do instead is to surround the agents with extreme constraints. Unit tests, gherkin tests, QA procedures, quality metrics, mutation testing, test coverage, and a plethora of others. In the end, I have very high confidence in the code they produce because they’ve had to run the gauntlet of all of my constraints and tests.
General Dole @GeneralDole_SPS
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539 Followers 793 Following The CAR GUY 🏎️ Dealer on AUTOMOBILES. New and Foreign used. Abuja Lagos Calabar PLUGGIN
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580 Followers 2K Following Growing IRA from $150K to $1M | 4 years timeline | Start Date: 10/31/2025 End Date: 12/31/2029 | Oink Oink | (For hogs only, not financial advice) + Memes 🤭
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Hayden Hey!! @HayCutey
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14K Followers 11K Following "Neal Asher who’s just a f—ing idea factory" - Tim Miller (Deadpool and Love, Death & Robots). Science fiction Author #SciFi #ScienceFiction
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Theta Network @Theta_Network
268K Followers 223 Following Theta is the leading decentralized cloud for AI, media and entertainment ☁️. Where the world's compute comes together 🌍 https://t.co/tyqwF5JJL7
General Dole @GeneralDole_SPS
3K Followers 2K Following Small business owner making pools and having fun…also do promotional work for rock band : Gunshine
Mitch Liu | Theta Net... @mitchliu
38K Followers 282 Following Co-Founder/CEO of @Theta_Network - where the world's compute comes together. decentralized. https://t.co/153uQoVTbs
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ChefPine @ChefPine_SPS
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