Posts tagged: ai

All posts with the tag "ai"

87 posts latest post 2026-04-19
Publishing rhythm
Apr 2026 | 13 posts

Agent Management Is Exhausting

The state of development in early 2026 is all wrapped around learning how to manage many agents running in parallel. Everyone’s trying to figure out the workflow.

The secret I’ve discovered is a good, well-defined plan. This could be a markdown file or a GitHub issue. Agents are actually great at writing these for you. They’ll include reproduction steps, outline changes needed, and structure the work.

This is your opportunity to step in. Read the plan. Look for hallucinations. Spot where it’s going off track. Edit the plan before the agent starts coding.

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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.

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?

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.

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 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.

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:

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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.

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
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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.

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???

Ai

Last updated Jan 2026.

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.

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.

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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.

Around Aug 2025 I wrote I'm Out On Agents. 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...

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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.

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I’ve found Gemini to be very useful lately, especially for finding information within long form content.

When writing thought-896, I wanted to use a direct quote from Jeff Dickey, Gemini popped it out very quickly.

give me a quote from jeff just before the timestamp I'm at the interviewer asked what makes a good cli and he started talking about stdout/stderr

In another case, my wife and I are huge Good Eats fans. Alton Brown taught us how to cook during college and on. We watched every single good eats episode nearly 10 years after they aired. He is back with some updates to those those shows on his Youtube. Gemini gives very good detailed responses with timestamps.

ai

Developer Vs Artist Ai

The other day I was watching [thePrimeTimeagen]https://youtube.com/@theprimetimeagen?si=jVcp23FbfQSFZfDc) and he talked about devs loving ai and artists revolting. There was some discussion in chat about art being more creative and prime quickly squashed that. He ended with being oddly confused why developers are jumping on board and artists are not. Both had their art stolen to build out the models.

First I want to argue that artists have had some form of ai in their tools for years. Idk, probably not ai as we know it today but functionally similar. Content aware fill. This is a Photoshop feature from Adobe, as far as I know it’s one of the special things you get from Adobe that you don’t get from the FOSS alternatives easily.

This is an example of a good took that is well loves by the community and widely used, if you put ai in it to make it better no one would care, if it made things look oddly ai it would get rejected.

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4 min read

I did not realize all the places to be considered as AI water usage. Hank goes deep highlighting all of the sources he is aware of, most reports leave off a lot of these sources, some reports go maybe too far adding sources that may not make sense depending on the question you are asking.

As someone that runs computers with gpus in their house, and watching LTT make AIO installs on GPUs I’ve wondered what would AI use water for, now I understand that its a lot. No where near agriculture, but a lot.

Unlike running a gpu in your house, potentially with a closed loop AIO, data centers are filled with hardware making heat and it all must go somewhere. Current technology has this done with evaporative cooling, i.e. its not a closed loop, the water goes into the sky.

He goes on to point out that its not just the data center, using water, but also chip fab and power plants.

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damn this is a rough one. A users entire home directory removed by claude code from an rm command.

rm -rf tests/ patches/ plan/ ~/

Reading the first half of that command it LGTM. If you had approved rm, you are hosed. If this is inside a larger script its running, you really gotta read close. This one still feels pretty obvious, but I can imagine some bash doing some nasty things I miss if I read it and understand it let alone glance at it.

I’ll take this as a reminder that I really need to be paying full-ass attention to agents, and moving towards a better sandbox for them, something in docker, maybe something like distrobox that is a magic wrapper over podman that just gives you the things you need for what it does. Something that starts up with access to start web servers, run agentic cli of choice, see project, git commit. It feels like the right thing has a lot of what distrobox does, but distrobox has too much and would be prone to this...