Posts tagged: llm

All posts with the tag "llm"

88 posts latest post 2026-05-07
Publishing rhythm
May 2026 | 1 posts

Stop Using Boomer Ai

I was listening to these guys talk about migrating off of boomer ai the other day. Introducing the term boomer ai to describe using chat, copy, paste instead of agents. Something magical happened to the tooling and models around december, they got really good. The chatgpt $20 plan hooked into opencode is good, the Free models in Opencode Zen (Big Pickle and Kimi K2.5 Free) are really good. Neither of these quite match up to the speed and quality of the larger plans, but they are good. good enough to throw away your boomer ai techniques and start using agents. Agents are the future, and they are here now. If you are still using chat, copy, paste, you are doing it wrong. Stop using boomer ai and start using agents. You will be amazed at how much better your results will be. https://www.youtube.com/watch?v=3dmPKuTWbsI
1 min read

What Your Coding Tool Says About You

- open code - libre free as in beer and speech - Copilot - corporate 9-5er - Cursor - You sip on Philz coffee with your macbook - Claude Code - Agentic Workflows or Bust - Jetbrains - I didn’t know you wrote java - Vim/neovim - definite neck beard - VsCode - What else is there?
make no mistakes Listen and make your own on Suno. suno.com [1] Ai prompt music, the right level of cringe to be great. Note This post is a thought [2]. It’s a short note that I make about someone else’s content online #thoughts References: [1]: https://suno.com/song/f5821216-ea6e-49c3-98de-67880e517a89 [2]: /thoughts/
I Hope This Email Finds You Before I Do I Hope This Email Finds You Before I Do Last Week in AWS · lastweekinaws.com [1] This post was filled with real life, snark, entertainment, feelings. I get a lot of these emails that claim they can change my SEO game if I give them 500, for a site making 0, Link partnerships from small startups. A lot of these are so automated that if I do respond I dont even get a response. I’ve responded to many simply asking what is this about, I get 10 others just like you a week. Can you tell me what exactly you want and what each of us benefit from it, how did you find me. All normal questions, they almost always result in crickets, no response, maybe its time to implement a Billie for more snark. Note This post is a thought [2]. It’s a short note that I make about someone else’s content online #thoughts References: [1]: https://www.lastweekinaws.com/blog/i-hope-this-email-finds-you-before-i-do/ [2]: /thoughts/
Opencode is changing on the daily right now, today I noticed the word low pop up in Orange text in my opencode window. Looking into this they are exposing variants [1] to the user. This allows you to change between fast or slow and thinking, the later taking more time to prepare before doing an action. Swapping Variants in opencode [2] It looks like this toggle may have been here for awhile and I’m just now discovering it. Potentially because its a new feature of the free Zen provider. Variants Many models support multiple variants with different configurations. OpenCode ships with built-in default variants for popular providers. Built-in variants OpenCode ships with default variants for many providers: Anthropic: high - High thinking budget (default) max - Maximum thinking budget OpenAI: Varies by model but roughly: none - No reasoning minimal - Minimal reasoning effort low - Low reasoning effort medium - Medium reasoning effort high - High reasoning effort xhigh - Extra high reasoning effort Google: low - Lower effort/token budget high - Higher effort/token budget References: [1]: https://opencode.ai/docs/models/#variants [2]: https://dropper.waylonwalker.com/file/0b...

Context Is King

A new approach to agentic workflows. This is probably news to no one else, I’m sure I’m behind on this one. You can’t one sentence prompt and expect to get what you want. Agents.md # [1] Writing Complete Prompts # [2] References: [1]: #agentsmd [2]: #writing-complete-prompts

Ping 17

I'm not sure if its good to keep issues and plans in the repo long term, but I'm going to give it a shot. > read @pages/issues/issue-1.md create a plan to fix the issue, then write your > plan to fix in @pages/plans/fix-issue-1.md
Don’t fall into the anti-AI hype I'm glad someone was brave enough to say this. There is a lot of anti-AI sentiment in the software development community these days. Much of it is justified, but if … Simon Willison’s Weblog · simonwillison.net [1] Never believe in absolutes, see what I did there. The hype bros will take you to the extremes, ai will take your jobs in six months or be burned to the ground in six months. How about its useful now and will be more useful in six months. If you turned off the hype bro feed for six months you would probably be fine, in fact you would probably be better off for not capturing so much noise along the way. AI has gone the way of next js framework, it churns fast, hype bros are always an expert that know exactly whats best for everyone. It changes fast, what was the best last week might be dead next week. In fact getting to know what works well for you and knowing that tool really well for a longer period will take you farther. Note This post is a thought [2]. It’s a short note that I make about someone else’s content online #thoughts References: [1]: https://simonwillison.net/2026/Jan/11/dont-fall-into-the-anti-ai-hype/#atom-everythin...
- Salesforce gets pwnd by the ai hype bros and killed its reputation with employees, letting them know where they truely stand with them. 4k people sounds like a lot, its probably a big chunk of savings, but was it worth the loss of reputation? There must be a better way to give this a trial run that lets them understand this before disrupting the lives of real people right??? Note This post is a thought [1]. It’s a short note that I make about someone else’s content online #thoughts References: [1]: /thoughts/

Ai

Last updated Jan 2026. Seealso Looking for all posts tagged with ai see [[ tag/ai ]] Ai is a tool I use a lot for code generation, research, image generation, and debugging. The words I publish on this site are my own unless explicitly stated from the top. There’s only one or two posts in this category. Words are mine # [1] The core of what this blog is, is my thoughts ideas, sharing experiences. The words are the important part. They are not perfect, I often do not spell or grammer check, and what is here is from a flow state of writing and very often not refactored. No AI unless explicitly stated code gen # [2] Up till around 2023 all of the code to create the site was hand written by me. I have my own site generator that I maintain markata [3]. From 2023 through 2025 snippets of code, sometimes entire plugins or modules were created in chat apps like chatgpt. There was no agentic coding, windsurf, cursor, claude code, opencode, none of it. It was all integrated into the ...

I'm In On Agents

It’s the start of 2026 and agents are getting a lot better than they were. I’m using opencode at home, free mode with Zen and big pickle. At work I have access to a wider variety of models including what seems to be the gold standard 3 from anthropic opus, sonnet, haiku. Note I’ve sat on this post for over a month, refactored it a few times, things feel like they are moving so fast that its hard to keep my feelings straight. Things are changing # [1] Around Aug 2025 I wrote I'm Out On Agents [2]. I saw others in the space having such great success I gave it a solid shot, but found it to egregious edit more than I asked, make massive unneeded changes, and make more small bugs hidden in the details than was worth it. This was just after the tipping point where not just hype bros were making the switch, but people I work with, people I trust and have made really good Software in their career. People like the creator of Flask Armin Ronacher. People who are really good at writing co...
- I thought this was an interesting take from Simon. I’ve been hearing him consistently say there will be more demand for software engineering in the future. More companies will have the ability and need to deal with software applications, but fewer of us will be hand editing any code. I thought this was an interesting interaction in the clip. Uh Simon, what do you got for us? I’ve just got the one. I think the act of the the the job of being paid money to type code into a computer Yeah. will go the same way as punching punch cards. Okay. I do I think in six years time I do not think it will anyone will be paid to 80:56 just do the thing where you type the code. Just type the code. Okay. I think software engineering will still be an enormous career. I just think the software engineers won’t be spending multiple hours of their day in a text editor typing out syntax. 81:09 It will look like punching cards. I think so. Yeah. Yeah. Interesting. In uh in six years. Um and but software engineering still very much exists. I believe so. I I hope so. [laughter] I very much hope so because I think the um the challenge of being a software 81:23 engineer is not remembering ho...
This is opencode’s init prompt. Please analyze this codebase and create an AGENTS.md file containing: 1. Build/lint/test commands - especially for running a single test 2. Code style guidelines including imports, formatting, types, naming conventions, error handling, etc. The file you create will be given to agentic coding agents (such as yourself) that operate in this repository. Make it about 150 lines long. If there are Cursor rules (in .cursor/rules/ or .cursorrules) or Copilot rules (in .github/copilot-instructions.md), make sure to include them. If there's already an AGENTS.md, improve it if it's located in <dir>
Photoshop for text In the near future, transforming text over an entire document will become as commonplace as filtering images. Steph Ango · stephango.com [1] While the non deterministic nature of llms scare the heck out of me in the sense of just cutting it loose on my writing. letting it go through all of my files and just edit them. I do like the idea of mundane tools like “desaturate”, “Gaussian blur”, evolving out of it for text. I don’t yet see this with the tools we have now, but it will be interesting to see them evolve. Note This post is a thought [2]. It’s a short note that I make about someone else’s content online #thoughts References: [1]: https://stephango.com/photoshop-for-text [2]: /thoughts/
Vibe code is legacy code Code that nobody understands is tech debt blog.val.town [1] Brilliantly said. Vibe coding [2] is legacy code. It’s code that we forget exists. Code that no one touches, you replace it. If you touch it you are more likely to break it. The worst possible situation is to have a non-programmer vibe code a large project that they intend to maintain. This would be the equivalent of giving a credit card to a child without first explaining the concept of debt. As you can imagine, the first phase is ecstatic. I can wave this little piece of plastic in stores and take whatever I want! … Read more in the full post [1] Note This post is a thought [3]. It’s a short note that I make about someone else’s content online #thoughts References: [1]: https://blog.val.town/vibe-code [2]: /vibe-coding/ [3]: /thoughts/

When To Vibe Code

I enjoyed this post from Theo and think it deserves re-iterated, revisited, and to remind myself of some of these things. https://youtu.be/6TMPWvPG5GA?si=guQem4R8dLOMBntP&t=1356 [1] The skill/read spectrum # [2] [3] The first diagram describes that there has become a spectrum of agentic coding from vibe coding [4] where you don’t ready anything, to looking at everything in detail, across a group of people who don’t have a clue what the code says to people who could do it way better if they took the time. The importance spectrum # [5] He argues here that its ok to bounce between A,B, and D, but C becomes dangerous. I’d argue that he brought up a 3rd spectrum that is important later on, “how critical is this”. I think the I don’t know, don’t care, didn’t read, but the thing did its job is quite fine, but don’t know, don’t care, mission critical is the main issue we are seeing with agentic coding, primarily in the didn’t read but critical Zone. The Rules # [6] This is the list...
2 min read

I'm Out On Agents

Its the year 2025 and we are only a few years into having 6 months to live before ai takes our jobs, and the big push right now is agents, managing agents. I will fully concede to I’m not doing it right, or a future state gets better than where we are right now, but right now they kinda suck. Transparency I’m sitting offline right now as I write this, These are my feels, no research, no links, no ai, just vibes. Chat # [1] Chat is what really kicked off ai uses and goes back as old as computers, but it always sucked. Then chatgpt rocked the world with the biggest launch day in history and showed us that it could actually be pretty good. Unethically trained on everything they could get their hands on, burning cities worth of electricity to train, and keep training to stay ahead of the competition. It does a damn good job. There are tells, and if you see enough of it there is a lot that turns to slop, but if you had never seen it before, there is no way you would assume that it wa...