ping

I just stumbled into an image in my org chart of someone who clearly turned themself into a Studio Ghibli character in chatgpt during the small window of time that it seemed to do this for everything. Its clearly the aesthetic that It would do by default for that week, then would not do it whatsoever. I'd link it, but its from an org chart. I mostly found it interesting how we now have these recognizable artifacts from specific moments in time.

I feel like there's an inevitable phase to every ai/agentic worked feature/epic where you have to get in and chat with it 2025 style (except it actually works and doesn't turn your project to shit). Planning is great, planning out epics for full orchestrator's to churn for hours on is amazing, but it always leaves me with a handful of thorns multiplied by complexity level of things that I can shout a list of 6 items at a time that it can one shot. I haven't seen anyone put a name to this phase yet, so I'm going to call it the UAT phase for now and it seems like a very necessary part of the SDLC. It was important before, but feels more so now as engineers distance themselves from the implementation.

I heard this term yesterday, and I think a lot of people are missing out on step 1. It's important to experiment with agents and learn what they can do well and what they cant, this changes every couple of weeks at this point. You might be spending hours planning something that could have been implemented right away, or maybe wasted time planning something that needed more research, more context engineering. Agents start fresh every session, they cant remember what you asked them to do 5 minutes ago in the other session, getting the right tokens in session is critical.

I wrote some code by hand on Sunday. Sat down with my son and started building out a game in pygame from scratch. We went to google, we searched how to do something, we copy and pasted from the docs. Not because we are dumb, but because we cant remember some aspects of the pygame api. Now that these patterns are established we no longer have to google them, we simply grep our codebase and replicate the pattern. Easy right? It's funny that it took ai to coin the term `context poisoning` even though it was there all along.

Agents cannot replace the thinking, they only amplify it. If you set the agents off in the wrong direction that's where they will go. They will sprint there faster than you can go. This is ok, its one of their advantages, they can give you signal quick. Remember if they are off in the wrong direction more research and planning is needed, and maybe a little bit more thinking on your end to steer them in the right direction.

Thinking about AI productivity again. It's allowing massive amounts of work to get done, to levels that humans cannot physically type out in some cases. But not all of this work is necessarily high value work. Right now I'm working on one of the biggest PRs to an internal cli library. Probably the largest PR I've ever done professionally. It touches all of the cli, refactors every command, reaches into the business logic layers to drive deeper separation. I reaches into the common layers to drive consistency. It ensures that every command (50 or so) has similar flags, supports --plain, --no-color. It specs out contracts to ensure that data goes out stdout, any extra goes out stderr. This makes everything unix pipe friendly. There was quite a bit of research and prep that went in, that turns out to already be distilled down into clig.dev. The point is that this is all good work. It will make the product consistent, repeatable, expected, and most of all boring. Most of the time, it wi...

Here's something I've been wrestling with lately. I keep hearing people come to the realization that they never liked coding, they thought they did, but secretly hated it the whole time. I dont think I've ever kidded myself about this. I like building things. I like having an idea and see it come to life. Just because I like the end product more, and that coding really was a means to an end, something I will never do again in the same capacity that I have in the past, does not mean I did not enjoy the art of solving problems by typing syntax into a file to tell a computer how to solve a problem.

The only thing that seems interesting is AI right now, I'm writing less code, and I kinda just don't care as much about the small open source stuff as I used to. I enjoy reading about what other people are thinking, doing, creating. But when I go to grab a podcast while I wait on my clankers its one talking about how other people are using them, how to make them more secure, more effective, how the new models change things, what models are good at what. It's all so new and changes so fast. Any sort of new open source project starts out sus that it was just vibe coded anyways, So at the moment it feels like ooh how did you get that, how do I make mine, and that the thing itself has less value. I hate that its this way, but it is.

AI is moving so fast this year its hard to keep up, I've written 3 or 4 versions of one blog post to replace I'm Out On Agents [1], but it feels like everything changes before I can get it out. References: [1]: /im-out-on-agents/

What you don't have six agents orchestrating the work of 6 subagents yet. I saw in a work chat that people were complaining about 5.4 being too slow and they keep going back to opus. For me its been working great, I have it working on critical infrastructure work, that I will need to maintain. I appreciate its accuracy and completeness. And honestly I'm **rarely** watching agents run. Its like watching paint dry at this point. Its interesting to read their thinking prompts, but not productive work. While its running I'm teeing up the net prompt. Working with another set of agents to write a set of issues for the next epic. I might be too privileged though. I own a whole platform and have plenty of autonomy to work on what I see fit for the day. I don't have a boss breathing down my neck waiting for a single ticket to be complete. I'm working on 6 projects at a time. I'm taking walks to avoid becoming a burnt out zombie. I'm definitely not complaining about it kicking out massive amo...

In November 2025 everyones beard lost its color, we aged into the next generation without realizing it. If you were getting paid to write code at this point in time, you are part of a special point in history where we used to write code by hand. There will be systems air gapped systems somewhere devs will continue to do it how we've always done it, some day they will peek out of this cave and realize that they are the only ones left, no one else remembers what its like. Writing code will quickly become a hobby that people do, in a weird niche way. Not because you want to build something, but like the guy with a mainframe in his garage that likes to watch the lights blink. Because its nostalgic, it's a very cool skill, its fun and rewarding, but it won't be to get something done.

I spent all day grinding on a 20 minute fix. I want the agents to do it. They can do it, but they are missing the harnesses they need to replicate my workflows of old.

I was today years old when I realized that the ghostty guy is the Hashicorp guy.

I taught wyatt `#bada55` green, I apologize in advance, I underestimate the power of immature humor has on him.

Agents right now * can I access the project you mentioned? > yes * Can i access /tmp > yes, just do it * While I'm I at it, `kubctl delete...` > yanks plug front internet

Here's a quick tip if you want to get your agents running longer, **prompt better**.

What no one is talking about is that Deegs doesn't get the red plate without Anstie on the ground. 

I was unironically asked what is that about my keeb today. Followed by no way that works, how would you type a, s, y, u, after showing, I go the "that's weird" walk away.

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

New keeb feeling so good I don't want to leave it. I'm going to go from having my worse favorite at work, to having my new favorite at work.