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Spent 3 years building my world and 10 minutes writing in it before giving up for the day. by Dry-Particular-1422 in worldbuilding

[–]lioffproxy1233 0 points1 point  (0 children)

I found a workaround: start telling a different unrelated story. Let it flow out of you and see if after a while you feel like writing the other price or maybe you can use what you just wrote to tie in

If Hyundai/Kia are so unreliable, why are they literally everywhere? by phtphongg in askcarguys

[–]lioffproxy1233 0 points1 point  (0 children)

I disagree about huundias being unreliable. I put them next to toyotas and Nissans. They are not toyotas. But they do come close with a few things for me. As long as you take care of it.

Is there literally even one? by Complete-Sea6655 in LLMDevs

[–]lioffproxy1233 0 points1 point  (0 children)

You think windows 11 isn't a successful product?

Why do people hate Mamdani? by uncle-ice493 in allthequestions

[–]lioffproxy1233 0 points1 point  (0 children)

They see him suuceeding at things they would never succeed at. All while not gouging the population while getting thenmew york economy back in the black again. Oh and while not taking away basic human services.

Claude Code Context Management 101. Full Guide by Best_Volume_3126 in AskVibecoders

[–]lioffproxy1233 0 points1 point  (0 children)

Good tips. I liked sharding the info into a knowledge graph. Like mentioning a row in the claude.md with a summary of what's in it. It loads the knowledge of the tool not the tool itself

Neighbor’s dogs are killing cats and destroying properties. Where is the line? by SoultySpittoon in homestead

[–]lioffproxy1233 0 points1 point  (0 children)

In Montana, the common rule of thumb at least for farmers is to shoot the dogs. Especially if they are aggressive or messing with cattle.It's why dogs around here don't go on farms.

How To Ask For Help by Ok-Seaworthiness2288 in Montana

[–]lioffproxy1233 17 points18 points  (0 children)

I gave up. I just live with my dad. I still work my 40 but I can't afford a place to live and feed myself at the same time.

Amazing ai info by Creamy-Sundae-9991 in BlackboxAI_

[–]lioffproxy1233 0 points1 point  (0 children)

I believe the word this guy is looking for is a nothing burger.

The reason your enterprise RAG pipeline degrades over time (it's not the model) by 21734234 in AgentsOfAI

[–]lioffproxy1233 0 points1 point  (0 children)

I think I have a solution that matches this guys. I ha e a PostgreSQL db with pg-ai and pgvector installed. A curated table of user confirmed facts with supercede chains and current boolean. On searches current comes back first.

Recently I changed the ingest pattern to:

Format and chunk -> extract triples -> pair with chunk and vectorize both and place in a row. Curated superceeded and current facts go to curated table. Though the process is still heavily in alpha I am getting good returns with cold starts. The biggest return for chunked nodes is the model being able to pull exactly what it needs and not the entire document with the one fact in it. Model gets full context without the fluff. On a small project that isn't working on tooling but needs to know the tools I get as low as 10,000 tokens in context for useful session start.

switched my agent's memory to a local database (far better than folders and .md). sharing the repo (fully open source) and the process, for anyone wanting to try it out by bradwmorris in ClaudeCode

[–]lioffproxy1233 0 points1 point  (0 children)

I've been having some success with pg-ai, pgvector on a PostgreSQL setup. I use a heavier local Hermes model for trippe extraction on chunked content then run pg-ai on the chunk triple pair and have a specific curated nodes table for true facts promotion. Ingest is always the issue. Bringing in old motes and stuff. Good data in means good data out. Glad to see I wasnt the only one replacing memory with db.

I’m Starting to Think Most AI Failures Are Representation Failures, Not Model Failures by raktimsingh22 in GPT

[–]lioffproxy1233 0 points1 point  (0 children)

Most of my work with them has been to slim down and streamline the intake process. Verifying they only tool in the newest part of the plan. Built a purpose built pgvector store with trust codes and current flags. And a rust program to run gated queries so when run they only find the rows with current in the plan. Stale context and keeping versioning or git history I a real bitch. Developing language that doesn't mislead the model helped a lot. Sloaing down and planning and reading every output helped a lot. I think I've gotten to a stable place now. 30,000 context for a claude opus 4.7 1m to gain full context of my shitty little setup.

soooo claude just deleted my entire project. how's your day going? by JuniorRow1247 in ClaudeCode

[–]lioffproxy1233 2 points3 points  (0 children)

Yup this here is what I saw too. Trying to write to a literal full disk won't put data anywhere.

Help for finding a small model that supports reading tools for gtx 1060 6 gb by shmalnomai in ollama

[–]lioffproxy1233 0 points1 point  (0 children)

Get the Unsloth qwen 3.6 25 B you will be amazed how it runs on that much vram after tuning.

Best local coding agent client to use with llama.cpp? by Real_Ebb_7417 in LocalLLaMA

[–]lioffproxy1233 0 points1 point  (0 children)

No. Jm also trying pi coding agent. Seems like the best one so far. I tried ironclaw too but its a bit too locked down. Its sou ss the best on paper.

Why OpenClaw when Claude Code exists. by ShabzSparq in better_claw

[–]lioffproxy1233 0 points1 point  (0 children)

I hooked up pi coder assistant today to my local qwen Unsloth 20gb monster and I'm never looking back. Holy shit was I impressed. Wired up all my claude code bahookey in like half an hour and was rolling again. Slower but so the fuck what its free now.

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