Brendan Smith, Ph.D.

232 posts

Brendan Smith, Ph.D.

Brendan Smith, Ph.D.

@mrbsmith58

Machine Leaning Software Engineer | Ph.D. in Computational Chemistry | Likes Python programming

Katılım Ocak 2018
599 Takip Edilen124 Takipçiler
Paul Solt
Paul Solt@PaulSolt·
@mrbsmith58 I had Codex build me an image generator app for Mac. Allowed me to explore a lot of variety. Prior to this I was creating most images either in ChatGPT (image 1.5) or with the Imagegen skill in Codex.
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Paul Solt
Paul Solt@PaulSolt·
I’ve generated 4,246 IMAGES with GPT Image 2. GPT Image 2 kept me past 1 AM multiple nights in a row over the past week. It honestly felt like a superpower. I tested it across 5 workflows: 1. Title graphics 2. UI mockups / mood boards 3. Infographics 4. YouTube thumbnails 5. Photo editing The biggest difference is that it feels much more steerable. • Older image models often felt fake, sloppy, or hard to control. (See the awful Image 1.5 example) • This one got me much closer to what I actually wanted. See if you can spot any glitches. Timestamps 0:00 Title Graphics 0:44 UI Design Mockups 1:24 Infographics 1:49 YouTube Thumbnails 2:11 Editing Photos Watch the full video on YouTube: youtu.be/-4amSCpVSlU
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Paul Solt
Paul Solt@PaulSolt·
Here's the difference in quality between: GPT Image 2 vs. Image 1.5 The old GPT model was not great with faces and was inconsistent when applied to you (Nano Banana was better than Image 1.5) The layout and composition skills are way better too. GPT Image 2 even highlights my hair and head for high contrast. My actual YouTube thumbnail is also attached so you can see what I really look like, from my reference image.
Paul Solt tweet mediaPaul Solt tweet mediaPaul Solt tweet media
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Max Weinbach
Max Weinbach@mweinbach·
@ghuron Codex computer use via the CLI still requires a Mac and the CLI alternatives with Apple script or windows or Linux equals have problems the codex version solves (not taking over your screen, not being limited to specific apps) You do not know what you are saying.
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Max Weinbach
Max Weinbach@mweinbach·
If you don’t have a Mac and are trying to keep up with cutting edge AI, you literally can’t. Everything is Mac only or Mac first. This is a huge deal. Leading AI products are essentially built for Mac, with everything else being an afterthought. This is significant
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am.will
am.will@LLMJunky·
Codex CLI Update: Let there be Search Whatup nerds, back so soon looking or yet ANOTHER update?! I got you. Update 0.121.0 is here! > You can now search through previous user prompts with CTRL+R. Just trigger search and enter your search string, you can easily arrow through all matches. See video below! > 🥔 Support for Spud! Is not here yet. Sorry. Maybe tomorrow. 🫢 > v0.121.0 adds custom marketplace installs in Codex: you can run codex marketplace add to register marketplaces from GitHub shorthand, git URLs, or local directories. Codex validates the marketplace layout and stores it in your user config so it shows up consistently in plugin discovery. > Improved memory features, including a new /memories TUI menu with use/generate toggles, a reset-all-memories action, app-server support for setting thread memory mode and clearing memories, and cleanup of stale memory-extension resources. Note: Not working on Linux for me. /memories command unavailable. > Codex MCP got further upgrades with direct app tool calls, cleaner namespacing, and safe optional parallel execution for faster workflows > Codex realtime got better controls (text/audio + clear “done” signals), easier history syncing, and safer file handling. > Hardened devcontainer setup plus smarter macOS socket allowlists for safer local runtime access. > Dozens of other bug fixes, see repo below. Toodles! ✌️
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Codex Changelog
Codex Changelog@Codex_Changelog·
🚀 Codex 0.121.0 is out! 🛍 Install plugins via codex marketplace add 🔍 Ctrl+R reverse search in TUI history 🧠 Memory controls: view, reset, and delete 🔒 Secure devcontainer with bubblewrap sandbox Changelog: github.com/openai/codex/r…
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am.will
am.will@LLMJunky·
@mrbsmith58 @PaulSolt I'm on Linux bro so idk I'm sorry. I think the button changed to tab though
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Paul Solt
Paul Solt@PaulSolt·
If you're into Codex, you need to follow am.will. @LLMJunky
am.will@LLMJunky

Look ma new Codex Updates! 0.119.0 and 0.120.0 are here. And with it, a HUGE number of quality of life updates and bug fixes! > Hooks now render in a dedicated live area above the composer. They only persist when they have output, so your terminal stays clean. If you're running PreToolUse or PostToolUse hooks, this is a huge readability win. > Hooks are now available again on Windows > CTRL+O copies the last agent output. Small but clutch when you're pulling a code block into another file or chat. > New statusline option: context usage as a graphical bar instead of a percentage. Easier to glance at mid-session when you're trying to gauge how much runway you have left. > Zellij support is here with no scrollback bugs. If you've been stuck on tmux just because Codex was broken in Zellij, you're free now (shout out @fcoury) > Memory extensions just landed. The consolidation agent can now discover plugin folders under memories_extensions/ and read their instructions.md to learn how to interpret new memory sources. Drop a folder in, give it guidance, and the agent picks it up automatically during summarization. No core code changes needed. This is the first real extension point for Codex's memory system, and it opens the door for third-party memory plugins. > Did you know, you can /rename a thread? But what's really cool about that is, after you rename it, you can resume it with the same name, no more UUIDs. codex resume mynewapp or directly from the TUI: /resume mynewapp > Multi agents v2 got an update to tool descriptions More reliable multi agent environments and inter agent communication > You can now enable TUI notifications whether Codex is in focus or not. Modify this in your config: [tui] notification_condition = "always" > MAJOR overhaul to Codex MCP functionality: 1. Codex Tool Search now works with custom MCP servers, so tools can be searched and deferred instead of all being exposed up front. 2. Custom MCP servers can now trigger elicitations, meaning they can stop and ask for user approval or input mid-flow. 3. MCP tool results now preserve richer metadata, which improves app/UI handoff behavior. 4. Codex can now read MCP resources directly, letting apps return resource URIs that the client can actually open. 5. File params for Codex Apps are smoother: local file paths can be uploaded and remapped automatically. 6. Plugin cache refresh and fallback sync behavior are more reliable, especially for custom and curated plugins. > Composer and chat behavior smoother overall, resize bugs remain though. > Realtime v2 got several significant improvements as well. > You're still reading? What a legend. 🫶 npm i -g @openai/codex to update

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Brendan Smith, Ph.D.
Brendan Smith, Ph.D.@mrbsmith58·
@LLMJunky Why does holding space no longer do voice? I keep at 117 specifically for that. I must be missing something
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am.will
am.will@LLMJunky·
Look ma new Codex Updates! 0.119.0 and 0.120.0 are here. And with it, a HUGE number of quality of life updates and bug fixes! > Hooks now render in a dedicated live area above the composer. They only persist when they have output, so your terminal stays clean. If you're running PreToolUse or PostToolUse hooks, this is a huge readability win. > Hooks are now available again on Windows > CTRL+O copies the last agent output. Small but clutch when you're pulling a code block into another file or chat. > New statusline option: context usage as a graphical bar instead of a percentage. Easier to glance at mid-session when you're trying to gauge how much runway you have left. > Zellij support is here with no scrollback bugs. If you've been stuck on tmux just because Codex was broken in Zellij, you're free now (shout out @fcoury) > Memory extensions just landed. The consolidation agent can now discover plugin folders under memories_extensions/ and read their instructions.md to learn how to interpret new memory sources. Drop a folder in, give it guidance, and the agent picks it up automatically during summarization. No core code changes needed. This is the first real extension point for Codex's memory system, and it opens the door for third-party memory plugins. > Did you know, you can /rename a thread? But what's really cool about that is, after you rename it, you can resume it with the same name, no more UUIDs. codex resume mynewapp or directly from the TUI: /resume mynewapp > Multi agents v2 got an update to tool descriptions More reliable multi agent environments and inter agent communication > You can now enable TUI notifications whether Codex is in focus or not. Modify this in your config: [tui] notification_condition = "always" > MAJOR overhaul to Codex MCP functionality: 1. Codex Tool Search now works with custom MCP servers, so tools can be searched and deferred instead of all being exposed up front. 2. Custom MCP servers can now trigger elicitations, meaning they can stop and ask for user approval or input mid-flow. 3. MCP tool results now preserve richer metadata, which improves app/UI handoff behavior. 4. Codex can now read MCP resources directly, letting apps return resource URIs that the client can actually open. 5. File params for Codex Apps are smoother: local file paths can be uploaded and remapped automatically. 6. Plugin cache refresh and fallback sync behavior are more reliable, especially for custom and curated plugins. > Composer and chat behavior smoother overall, resize bugs remain though. > Realtime v2 got several significant improvements as well. > You're still reading? What a legend. 🫶 npm i -g @openai/codex to update
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Paul Solt
Paul Solt@PaulSolt·
I don't get good results from PLAN MODE. I'm lazy (decision fatigue), and I just send it. BUT then Codex builds something I don't want. It's better to just talk to Codex and work through one small feature at a time.
Anthony Kroeger@kr0der

slowly starting to use plan mode a LOT less nowadays i realised whenever i use plan mode, it generates a gigantic plan and then i dont read it and hit build out of laziness having a meaningful conversation with the AI agent to discuss implementation feels a lot easier 🤔

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EMRE CEM
EMRE CEM@emreceng_·
@mrbsmith58 @PaulSolt Nope its for account. So, IDE plugins, CLIs, application – they all had x2 usage up until now.
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Paul Solt
Paul Solt@PaulSolt·
New to Codex? Stop overthinking the settings. GPT-5.4 high is enough for almost everything. Don't chase xhigh — it's slower and burns tokens (2x tokens end April 2nd) Start simple.
Paul Solt@PaulSolt

👋 If you’re new to Codex, here are 7 beginner tips for apps with Codex. (Bookmark it and use it tonight) 1. Start with: GPT-5.4 high That is high reasoning. It is enough. Don’t be tempted by "xhigh" unless working on something really tricky. It uses more tokens and will be slower to finish. 2. Sometimes, more reasoning may not help. You may need to give your agents better docs that are up to date. I prefer to have my agents create Markdown docs from DocSet that are local, instead of web scraping. I use DocSetQuery to create docs from Apple DocSet bundles. github.com/PaulSolt/DocSe… 3. Read @steipete's post to get started. Bookmark his blog and follow him. Read his post, it’s gold, and so are his other workflow posts. steipete.me/posts/2025/shi… 4. Copy aspects from Peter’s agents .md file and make it your own. There are thousands of hours of learning in his open-source projects. github.com/steipete/agent… Use the scripts too, things like committer for atomic commits are super powerful when multiple agents work in one folder. 5. Just talk to Codex. You don't need complex rules. You don't need to create huge Plan .md files. You can get really good results by just working on one aspect of a feature at a time, handing it off, and then letting Codex do it. If you get bored waiting, start up another project. Ask it to do something and then go back to the original one. Most likely, it will be done unless you're doing a huge refactor. 6. If you're making an iOS or macOS app, check out my App-Creator skill: super-easy-apps.kit.com/app-creator It's based on Makefiles and will give your agent eyes into your Xcode build failures and test failures. It needs this feedback loop to write working code and fix bugs. 7. You can always ask your agent to copy something from another project. Peter does this all the time and has agents leveraging work they’ve already done for new projects. I have my agents refer to previous project documentation or code patterns. See my app workflow video: How I use Codex GPT 5.4 with Xcode (My Complete Workflow): youtube.com/watch?v=ls9QaD… Enjoy your next app!

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Tibo
Tibo@thsottiaux·
What are we consistently getting wrong with codex that you wish we would improve / fix?
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vcsgrizzfan1959
vcsgrizzfan1959@vcsgrizzfa2075·
@econ_713 @KobeissiLetter I will respectfully disagree. For me, we've gone from a narrative of oversupply that was going to lead us to sub-50 oil, to what is essentially $100 WTI as I type this. Not that much actual production has been lost, although it is rising every day and is now meaningful.
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The Kobeissi Letter
The Kobeissi Letter@KobeissiLetter·
BREAKING: US oil prices erase losses and turn positive on the day, now back above $97/barrel, as the Trump Administration does not provide a timeline on when the Iran war will end. We are nearing $100/barrel as the US appears to have lost control of the oil market again.
The Kobeissi Letter tweet media
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Brendan Smith, Ph.D.
Brendan Smith, Ph.D.@mrbsmith58·
@FullOfCaffeine @VictorTaelin Will check it out! Quick question .. how is Oracle different from having codex zip relevant files and writing a markdown defining the files and issue at hand?
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fullofcaffeine
fullofcaffeine@FullOfCaffeine·
@VictorTaelin You can use something like github.com/steipete/oracle to automate that. The browser integration is flaky, but I've made it work better locally, with some additional fixes. It also supports Pro via the API, which is, of course, reliable.
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Taelin
Taelin@VictorTaelin·
Quick 2am success story: asked GPT-5.4 to simplify Bend2's elaborator; 4h later, no real improvements. Asked it to write a big prompt asking help, passed it to 5.4 *Pro*, pasted the response back to codex, which landed a massive simplification landed. Seems like the pro version enlightened it. Perhaps a nice feature to have natively on Codex would be to just pause what it is doing and invoke the pro version for a plan. This was my first time using pro and it was definitely worth it.
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Brendan Hogan
Brendan Hogan@brendanh0gan·
introducing HermitClaw - a 24/7 Agent that lives (and can only access) a single folder on your desktop HermitClaw follows its own research curiosities, surfs the web, writes code - and will play with any file you drop in its folder all code and details below!
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Brendan Smith, Ph.D.
Brendan Smith, Ph.D.@mrbsmith58·
@Dimillian Just downloaded codex monitor and going to try it out! How are you deploying the app to your phone, TestFlight?
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Thomas Ricouard
Thomas Ricouard@Dimillian·
So now I can self-improve the iOS app from my computer to my iPhone and deploy it. I can ask for changes and test them live. Without touching my computer. Can you believe that?
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Paul Solt
Paul Solt@PaulSolt·
Wow! Codex can run shell commands if you add a ! to them. !ls !pwd Anything you want to run, without having to open another terminal pane.
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Brendan Smith, Ph.D.
Brendan Smith, Ph.D.@mrbsmith58·
@VictorTaelin Is there a document capturing the very specific problems you are facing? I have read some previous posts but wonder if there’s someone more comprehensive to capture the current state.
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