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16 contributions to Clief Notes
Could a folder based project replace a database?
Is there a scenario where a folder based project could outperform a database?
0 likes • 4d
@Mira Bradshaw it is a general question, don’t have a specific use case in mind. Was wondering what other folks thought on this regard.
Simplified ICM
@Ry Mac did a GREAT job simplifying things down. Recommend taking a look. Has his own group too! https://skool.com/buildmarketclose/about
2 likes • 5d
@Ry Mac Well done! Your explanation is spot on and easy to follow.
I'm wrapping my trust and LLC workspace in a web application
I've been heads down on trust structures and LLCs the past few weeks. The kind where a living trust owns the LLC, with you as the trustee and the manager, so the business carries as little liability exposure as possible. The workspace ends with a filing-ready packet of legal and tax documents, and step-by-step instructions for every step that happens outside the workspace. Now I'm wrapping it in a web application so other people can use it without going through what I went through. I've also been heads down on a hidden job search workspace. I researched how the different applicant tracking systems actually work. A bunch of them expose public job feeds, Greenhouse, Lever, Ashby, SmartRecruiters, Workable, Recruitee, and the workspace pulls those directly. Everything else gets found with dorks. It vets each posting for scams and ghost jobs, and fills the applications in my real browser for me to review before anything submits. So far it's seen 411 postings, and 314 of them dropped before applying. 73 applications have gone out. I know @Bilal S shared his Seeker the other day. To me, this helps reduce the stress of the job hunt. Has anyone here set up a trust to own their LLC? How did you structure it, and who walked you through it? Anyone else here searching past the job boards? I'd love to hear what's working, the rough parts especially.
1 like • 8d
@Mike Wiliams in FL a single member LLc can have its corporate veil pierced, there is a case that makes this a big issue. Not sure about other states having similar situations. WY has trust issues, there is one register agent service that has 100,000’s of LLCs registered to that address as being their mailing and operating address, this raises eyebrows. Also, there are state requirements for foreign LLCs to legally operate in the state. Many times people form these LLcs and blow the privacy when registering in the state they are operating in. I think you are on a good path.
0 likes • 5d
Saw this and thought about your project. https://youtu.be/h9HOgW3rsfc?is=aoby1JdWV6WFE5N6. NY LLC pierced.
📊 POLL 📊 What is your software development experience level?
I’ve never touched a line of code before AI. I’ve said it many times to a lot of you. It feels in this community like sometimes that makes me an outlier. I’m curious how many others out there are in a similar boat to me and how many span the spectrum. Drop your vote below and leave a comment! ⬇️ ⬇️ ⬇️
Poll
130 members have voted
1 like • 7d
The last time I “coded” was in basic and Pascal 40 years ago, so it has been a long time. I have an understanding of the fundamentals so I am quite dangerous(not always in a good way) with the assistance of ai.
Evidence, Source Heirarchies, Claim Strength
Hey guys, need some help. I am doing too much with this: 1) apply various source/evidence heirachies tags to various research inputs 2) figure out the best way to incorporate into research (.md) outputs for obsidian, perhaps using some type of metadata or tags in line with text...I still havent figured out the best solution 3) include it as an operating contact for my research pipeline without boggling down the operations and context There is lots of concepts i created with claude here, and worried its now too "overburdening" What types of contracts do you guys have for research type pipelines, where you want to document evidence, score its source, and assert claims from truths etc. Can someone give advise on how to slim it down to the minimal required operating model for this purpose? *See my current file attached: since I clearly had claude write this up, its a pain to read and review...feel free to parse it through your own LLM, and give suggestions/revision otherwise. Thanks for your time Fam!
1 like • 8d
I had a very extensive project dealing with allowable attorneys fees after an arbitration win. The situation covered six years of billing records (1000’s of billing entries and cost entries) that had to be reviewed in the context of 13 cases that control a panels’ basis to award fees and costs. My first run at it was to have md file with all 13 cases in it to review against the volumes of billing entires. It was a disaster blew tokens and couldn’t finish in token limits. I ended up making md files for each case and having an orchestrator have the billing records analyzed by multiple agents each solely focused on a specific case analysis applied to the billing records and cost records. This was done in parallel and then an interpreter analyzed the results for u pique and duplicate outcomes that each case analysis returned and merged the revised results for a drafterto provided me a detailed memorandum on why fees and costs were or were not allowable citing to the specific case that baked up that conclusion. The reason I bring this up after reviewing your md file is maybe you should think of breaking down the evidence reviews and source into more distinct components and making it easier for your project to digest and analyze. Just a thought, hope it helps.
0 likes • 8d
@Aaron Kruger not only the plot but also its mind. The forty page output was dead wrong on my first attempt. Took 11 iterations before I got a result that was 80% of where it needed to be. I kept a revising to smaller bites of the elephant and orchestrating reviews and drafting after each bite passed quality control review. The tokens I spent on this learn as you go project were insane, but was great learning experience.
1-10 of 16
Matthew Mazur
3
33 points to level up
@matthew-mazur-5170
I am a AI Novice. My other job is as an attorney. I am looking to build my skill set in AI to develop new businesses & improve my existing business.

Active 22h ago
Joined Jun 25, 2026
Florida
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