Ivan Perez 🔥 @iperez_dev
Software Developer | specialized in MongoDB, Express, React, NodeJS. at @bermelloajamil Miami, Florida Joined November 2021-
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We'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks: Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification originally developed for aerospace maintenance documentation. LLMs well-versed in this language and it comes with heavy constraints on clean writing style that I often find a lot more readable. Sometimes I've tried to soften it a bit e.g. ask for "80% of the way to ASD-STE100" because the spec is quite stringent. But even better: Diagrams / images. Instead of writing, ask your LLM to create a diagram. These can be a lot easier to process, parse, and understand. But even better: Web pages. Ask for output "in HTML" to get a beautiful, interactive webpage. LLMs are getting really good at frontend and can create beautiful experiences, animations, etc. But even better: Explainer videos. The output format I am most bullish on is fully custom / bespoke explainer videos generated on any arbitrary topic. Experiment with things like "Create a 3b1b style video explainer on X. Use my ElevenLabs API key for audio narration". (you'd need an API key for the latter or you can ask your LLM to find you decent free alternatives that use your local compute). This is actually starting to work! In summary: - As LLMs get better, they will do more and more of the legwork autonomously, and a lot more of our work will rise up the abstractions into oversight and understanding. - Luckily, LLMs can help here too because as intelligence and code are increasingly abundant, you can ask for large, custom, discardable software artifacts (e.g. web apps, video explainers) that would have never made sense to create before. Push the boundaries here and you'll be surprised.
Pixels, pills and profit: an editorial design system for finance software
AI ARCHITECTURE FIRMS ARE BREAKING THROUGH A 90 PERCENT PRODUCTION-ROLE UTILIZATION CEILING THAT OTHER FIRMS PLATEAU AT. IS A DEMO LIKE THIS WHY? Interns stay flat at 83 percent utilization whether their firm uses AI or not. The lift shows up higher up, in senior staff and operations, according to Monograph's benchmark data across architecture firms. That tracks with what a demo like this tests. An AI agent with write access to a live Revit file built an exploded axonometric, five views cut by level, then took a follow-up note, add color, label it, and revised the same file instead of starting over. If that pattern holds, the harder question is what junior architects spend their first two years learning once tasks like this stop being how they learn the software.
SEARCH AN ADDRESS, DRAG A RADIUS, AND A REAL CITY BLOCK LOADS INTO THE SCENE IN UNDER 30 SECONDS. WHAT DO YOU DO WITH THAT? The import panel lives inside Blender as an add-on. Picking the location happens in a separate map window instead, with a button that sends the selection back to the scene. This is most useful for renovation work. Pull in the existing building exactly as it stands today, then model the proposed changes on top of it. The "before" isn't a photo or a rough block-out, it's the real building at real scale on the real street. Planning boards, the local officials who approve or reject a project, are starting to expect renders like this: tied to the real surroundings instead of a generic backdrop. The industry has a name for it: a verified view.
WHAT IF CLAUDE COULD DESIGN YOUR ENTIRE FLOOR PLAN INSIDE REVIT? With Claude and Revit MCP, someone just ran this through Jarvis: Claude reads your floor plan, understands the size and proportions of each room, plans suitable furniture layouts, and places the actual furniture directly into your Revit model. You handle the whole floor plan in one flow instead of setting up every room manually. Once everything is placed, you can review all the spaces together in 3D and quickly see how the layouts work across the project. You can also ask Claude to generate different layout options, swap furniture, or refine specific rooms without starting over. Actual processing time may vary depending on the size and complexity of your Revit model.
Opus 5.5 on Max effort - "make a dynamic 15-second motion graphics video that shows what an incredible motion designer you are, like it's your showreel for a résumé. go all out."
GPT Astra / Opus 5.5 -> Real estate photos to 3D walkable spaces - GitHub Skill Repo is here: t.me/amirmushichba/… This workflow sparked a lot of "how to do it" questions - so we decided that to share the skill will be the best solution Your AI agent will lead you through all the steps, and the README file will explain all the installation details. Have fun:
GPT-6 Astra + Unreal Engine 5.8 = real estate UX boost I transformed 20 photos of a real property listing on OLX into a 3D interactive space you can walk inside. For exterior, we used Google Maps panoramas with relevant coordinates This elevates the customers' decision making
클로드 Opus 5.5와 영상에 있는 모션 그래픽 만들어봤는데요!! 어제부터 틈틈이.. Claude Opus 5.5와 총 1시간 정도 작업한 결과입니다. --> 엔비디아 블랙웰 GPU를 소재로 이런 3D 애니메이션을 만들어봤습니다. 데이터센터 안으로 들어가고, 서버를 열고, 그래픽카드를 분해하고, 칩 안으로 계속 들어가는 등.. Opus 5.5가 넘 알잘딱하게 만들어줬습니다. 엔비디아 블랙웰 통짜(?)에서 주변 부품 뜯고, 회로를 지나고, 트랜지스터를 지나서… 마지막엔 실리콘 원자 하나까지.. 그리고 이거.. --> 단일 브라우저(HTML)에서 돌아가는 3D 모션 그래픽입니다 ㅋㅋㅋ 클로드랑 약 1시간 작업해서 이런 단일 HTML를 만들 수 있다는 게 아직도 좀 신기하네요. 이번 Opus 5.5 진짜 미쳤습니다.
I've been using Opus 5.5 over the last week and ran a TON of tokens through it. I can tell you it's def on the fable level It's VERY good at 3D modeling. I had it render the top 500 gym equipment pieces and create a whole gym builder
Introducing Claude Opus 5.5, the first model in our new Claude 5.5 family. It performs at the level of Claude Fable 5.1 for most tasks, and costs 40% less to run than Opus 5.
“Translate this IKEA assembly manual into a 3D narrated instructional video” with Opus 5.5. Overnight, Opus just became the most actually useful video model, via code.
You can now generate an entire 3blue1brown style video from any research paper with Opus 5.5. Here’s a 8min video summary of “Regularized Recursive Self Improvement of Agent Harnesses”. The 90%ile educational YouTuber is fully automated.
after Opus 5.5 it actually hurts to look at anything GPT 6 Astra designs gave both models the exact same prompt: "make a dynamic 15-second motion graphics video that shows what an incredible motion designer you are, like it's your showreel for a résumé. go all out." not even close, see for yourselves. GPT is honestly terrible here, openai just has awful taste
Hyped To Share @DThompsonDev and I started "The Programming Podcast" I've wanted a space to talk coding, careers, bring on guests, and go deep on technical topics in an approachable way. Now I'm blessed to partner with my brother each each week to make it happen! Ep. 001 ⤵️
We are hiring a Software Engineer Team Lead. Join our developer team at Woolpert! 🚩 Please note this is an onsite position in US-OH-Springfield or US-OH-Dayton only.
@KrmenDev @KyleTucciDev @TasonJorres Agreed! Great to connect with you all
Directional circulation flow with areas of interest and logging results in a live counter (+/-) #computervision #python #yolov8
Working on a new exciting project. YoloV8 for detecting, counting, and tracking vehicles from live CCTV feeds #computervision #python #yolov8
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