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Jesus Moreno · JMCodes

@jmcodes.bsky.social
55 followers 206 following 125 posts

Founder @ JMCodes Studio. I build AI-native products and dev tools that ship: production UI systems, workflow automation, and SaaS foundations. Helping teams bridge vibe coding to real software. 9+ years shipping.

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Jesus Moreno · JMCodes @jmcodes.bsky.social · 10/06/2026
I have let myself become jaded and tired. To combat this I will only be posting celebratory things and cheering other people on. Too much self-pressure over the last decade to succeed, too much disappointment, too many successes, and in short too much ego. I'm looking forward to being lighter.
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SE Gyges @segyges.bsky.social · 08/06/2026
I'd just like to interject for a moment. What you're referring to as an LLM, is in fact, Harness/LLM, or as I've recently taken to calling it, Harness plus LLM. LLM is not a consumer product unto itself, but rather another expensive component of a fully functioning text-generation system made useful
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 03/06/2026
There really is no excuse for not having strong typing on a project these days. Not that there was ever a good one, but with LLMs now, if you're not allocating some of your budget toward maintenance and hardening your codebase, what are you doing?
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 04/05/2026
"Product/Design/Engineering will be the most important role now that AI can do the rest!" "Product/Design/Engineering isn't needed anymore with AI!" Please shut up. It has literally never been about the title. The necessary skill sets haven't gone away.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 28/04/2026
Martial World is now live. Chicago-first, built around gym discovery, classes, events, and launch pass infrastructure. Proud to have supported the build through JMCodes as development partner. Exactly the kind of founder collaboration I care about. martialworld.club jmcodes.tech #founders #launch
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 26/04/2026
Launched a client's project yesterday. Today I slept all day and watched netflix. Now I want to go start working on the roadmap but the day is over. Lame.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 04/04/2026
The curse of building with LLMs is that I never find time to actually write about building with LLMs. I need a workflow or something.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 17/03/2026
I'd let an agent do my shopping if it sent me a 2FA style code for every purchase.
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Josh Collinsworth @collinsworth.dev · 16/03/2026
Being a worker under capitalism is basically getting yourself all slutty and standing out on a street corner until a VC dude rolls up and goes "do you love solving difficult challenges in a fast-paced environment?" and then you say "I'll love whatever you want for housing and healthcare, baby"
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srrrse @without.boats · 15/03/2026
It’s actually a great time to care about the craft. I don’t know if people realize this but you can actually write whatever you want into the prompt box. You can use the AI to get the function just right instead of making it generate crap as fast as possible.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 14/03/2026
I think if you think in terms of workflows instead of "agents" you get a lot further.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 14/03/2026
Cloudflare tunnels are dope
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dax @thdxr.com · 13/03/2026
people keep saying "having adhd is an advantage now" no you idiots our attention span is being assaulted non stop and our brains are shriveling and can't focus for shit and instead of confronting this you morons are like "maybe this is good actually"
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 13/03/2026
God I love LLMs sometimes. Three days ago I sat down with a client to plan out our go live, we set a month timeline. This morning we're essentially code complete. That means we get three weeks of hardening, testing, and making sure it works seamlessly.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 13/03/2026
I don't use claude code anymore but when I did the first thing I did was use tweakcc to change the system prompt. There's so much unwanted behavior and wasted space in the default prompt. github.com/Piebald-AI/t...
github.com
GitHub - Piebald-AI/tweakcc: Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters, themes/thinking verbs/spinners, customize input box & user message styling, sup...
Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters, themes/thinking verbs/spinners, customize input box & user message styling, support AGENTS.md, un...
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 10/03/2026
Parallel agents have one job in my workflow: documentation and planning. Meeting notes in. Structured tasks out. Easy to spot check. The parallelism makes sense there because they don't need to agree or share context to be useful.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 10/03/2026
I built an agent orchestrator in a day. You can define agents, route tasks, and review what the agent is doing. Up next I'm going to add permissions and confirmations and that'll close out the table stakes workflow.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 09/03/2026
The client project we've actually decided to do a focused two sprint iteration before launch. Aiming to launch in a few weeks. Everything else is too much builder energy, not enough sales / business energy.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 09/03/2026
A few projects in flight that I don't know how to close out. Client Project - Martial Arts Gym Platform Personal / Possible SaaS - Agent Orchestration System - OpenClaw Deployments as a Service - An agenic desktop os exploration - A few custom youtube -> podcast workflows I built for myself
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 09/03/2026
Oh maybe that the focus should be on systems architecture at this point. If you can make reliable black boxes that just take i/o, you're halfway to a factory for whatever you're making.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 09/03/2026
I have a lot of "make the thing that makes the thing" tools. I tend to ask "if LLMs disappeared tomorrow what would I be disappointed I didn't build?" And a lot of that is stuff to optimize my output for clients (along with toys and exploration).
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 09/03/2026
Idk if obvious or not: I don't use parallel agents in a single project. Memory systems are overrated. I've yet to find one that beats proper code organization. Maybe the self improvement aspect? I have a lot of specialized clis that agents have built for themselves to better manage my projects.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 03/03/2026
Personal software is underrated because it has no public vanity metrics. No users, no launch, no ARR. Just better mornings.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 28/02/2026
As someone building AI-native products, Exa + agent-browser has become a core part of my agent's stack. Exa gets them the right docs fast, and agent-browser gives them a reliable way to actually use the web without breaking context windows. exa.ai github.com/vercel-labs/... #aitools #devtools
exa.ai
Exa
The Exa Web search API retrieves the best, realtime data from the web for your AI
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 25/02/2026
Codex (the model) is really good at code. It usually one shots things I ask for. But sometimes it's too autonomous, I'll ask it to investigate something and come back to the issue being fixed. At least let me pretend I'm still in charge dude.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 25/02/2026
In the past two days I've already used it to embed itself into one of my products, extend itself with extensions that strip .env variables, use `dots` (my own take on task management) as the backing for the TODO tool, and so much more. github.com/badlogic/pi-...
github.com
pi-mono/packages/coding-agent/examples/extensions at main · badlogic/pi-mono
AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods - badlogic/pi-mono
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 25/02/2026
My gf jokes that I have new favorite AI tool every week. This week it's Pi. shittycodingagent.ai I was already in love with the control OpenCode gives you over the interface / conversation via the SSE server and Pi takes it to a whole new level. #aitools #devtools
shittycodingagent.ai
pi.dev
A terminal-based coding agent
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 24/02/2026
I don't really use it anymore. Models have gotten so good that most of the uses for me were replaced with an MCP -> CLI wrapper, writting small CLI tools, and letting the model write bash to orchestrate. I am however taking the lessons and currently building lootbox v2 haha
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 14/02/2026
The Tamagotchi is really just a loading spinner. OpenCode SDK is basically an agent framework, think VoltAgent or similar. You plug into OpenCode’s existing agent loop and build your own UI on top. On my 'desktop', I used the same loop to build an AI-powered graph editor.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 14/02/2026
Quick update: I tightened the Tamagotchi UI and wired mood + animation to live OpenCode activity like reading, patching, replying, and retry. New screenshot below. Details coming soon. #OpenCode #BuildInPublic
Updated Tamagotchi screenshot showing the refined edge-to-edge interface and animated pixel character reacting to activity state.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 14/02/2026
I recently switched to OpenCode as a long-time Claude Code user, and the biggest unlock is this: you can embed AI into any application layer, from silly experiments to real production UI. Built this reactive Tamagotchi as a tiny proof. Full build thread soon.
Screenshot of a compact Tamagotchi app in a desktop AI workspace: pixel pet in a 12x12 SVG grid, mood badge set to SAD, three vitals (F/E/J), and Feed/Play/Nap controls.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 13/02/2026
I help founders move from prototype to production without losing momentum. Engagements focus on the critical path: architecture, implementation quality, and workflows that hold up after launch. If delivery risk is blocking launch, let’s talk.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 04/02/2026
Built an issue tracker cli for Claude and added a force graph view in the terminal. The forcegraph is mostly not useful except to kind of zone out while Claude works but it looks cool lol.
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Keith Cirkel @keithamus.social · 01/02/2026
Now I know enough about AI to grok what MCP is, it irritates me because fundamentally: Make a cli tool instead! Then a human can use it too. It’s not stateless? That’s what unix sockets are for! Once again we’re reinventing stuff from the 70s and making it worse.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 01/02/2026
I usually make the list and then not look at it until I'm done, it's the only way I won't feel pressured and it lets me keep the just in time discovery ADHD is good at.
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Steve Klabnik @steveklabnik.com · 29/01/2026
I love this. atproto at its best nekomimi.leaflet.pub/3m6pcklmvt222
nekomimi.leaflet.pub
Building user interactivity on your website without a backend. - nekomimi
AT Proto lets you build social features without running any backend. The user authenticates, you write a record to their repo, Constellation indexes it, and anyone can query those backlinks. The data ...
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 22/01/2026
1st image, building an app 2nd image, app is published to PDS 3rd image viewer renders it in an iframe and injects the SDK
Building a stack visually
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 22/01/2026
The hypercard part would be some nice builder UI but the user could also just manually push to their PDS and compatible appviews would discover the app.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 22/01/2026
By editing the injected SDK the user chooses where their data is saved. One viewer could be pure PDS, one could be some centralized store, one could be local only. If you trust it there's no reason you can't fetch the "backend" source from the stack definition and run it in an isolated sandbox
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 22/01/2026
Yes!! at-proto needs hypercard. As soon as I get some time I'm planning to build it out. But each stack/card a record. UI definition is either straight compiled HTML ala ChatGpt Apps, or some schema that defines what the view should render. AppView injects a standard async SDK into the UI.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 18/01/2026
Stop treating it's subjective opinions on WHY it did something as important. It's noise. It does not know. Focus on the important shit, is this maintainable? How is this decomposed? How is this going to evolve once I build on it?
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 18/01/2026
Stop treating the AI like a human. It is not. It cannot learn and it is frankly stupid to expect it to. It pattern matches to what you give it. So give it good patterns to match. This isn't hard.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 18/01/2026
And if you literally cannot find a single way to speed up your work flow with a fucking magic box that spits out 80% correct code, the problem is YOU not the magic box. Learn to use your tools better. Be more creative.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 18/01/2026
I find so much of the AI discourse tired and obvious. No shit if you one shot things without reviewing the code you'll get shit. No shit you have to manage your context. No shit producing a plan for the ai to follow before you code is going to result in a better build. Maybe I'm just in a bad mood.
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EVIL Ghost 🔞 Myahahaha !!! @nippleghost.bsky.social · 17/01/2026
I just think this is such a neat functionality for a tamagotchi.
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Mikkel Malmberg @mikker.dev · 16/01/2026
Introducing `steve`: a CLI for driving macOS apps. Like playwright for browsers it's drivable by code agents. Tell them to "manually test using steve". → github.com/mikker/steve
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konarkrmisra @konarkrmisra.bsky.social · 10/01/2026
OpenAI is officially supporting logging in to OpenCode with ChatGPT. Bullish on OAI, bearish on Anthropic after this.
Post image
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 10/01/2026
Enabled by projects like opencode.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 10/01/2026
So I'm pretty sure the mcp UI stuff is much more powerful than what's being advertised. I see a truly personal, just in time software future very very soon. That's my next project.
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Jesus Moreno · JMCodes @jmcodes.bsky.social · 10/01/2026
This is the post that made me try opencode. After a day of user holy shit. Seriously good piece of software. I'm excited to build with what the server enables.
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