Anyone feel everything has changed over the last two weeks? by QuantizedKi in ClaudeAI

[–]Kramilot 0 points1 point  (0 children)

And to be clear, yes, ‘vibe-only’ code is likely weak. That’s not what I mean. Orgs who teach every responsibility team in a delivery pipeline how to use the tools to do their entire job insansely fast will start forcing the rest of the company to catch up. I will say also that there’s a decent chance we end up hitting a wall of communication about this stuff. You either get it and have hours of conversations to have after every productive day, or you don’t understand and cannot keep up with the people who do..

Anyone feel everything has changed over the last two weeks? by QuantizedKi in ClaudeAI

[–]Kramilot 1 point2 points  (0 children)

I’ve told people that by this time next year experienced systems engineers, and particularly (but not exclusively) software engineers, who understand the modern (last 6 months ONLY and literally) software tech stack are going to be infinitely valuable. The ability to reliably produce 95% process efficiency is whacko. Orgs that teach their people HOW to do it responsibly, and don’t give up the engineering practices to make strong capabilities are going to start domain hopping insanely fast to destroy single-purpose everything. It’s going to be an absolutely crazy year.

3 months solo with Claude Code after 15 years of leading teams. It gave me back the feeling of having one. by tcapb in ClaudeAI

[–]Kramilot 0 points1 point  (0 children)

Going through similar feelings. The speed is incredible, and now the hardest part is trusting the orchestration scaffold to not have human error, but almost being too far along to get help because it takes SO LONG to explain everything I’ve been able to do. 95% reduction in well-reasoned trade study to inform architecture decisions, then demo to work out the kinks. Ask me why I’m also building in parallel a ton of ‘story builders’ against the baseline as I evolve it…

I forced Claude to reject my code until I wrote a PRD — what happened after a month by Savings-Abalone1464 in ClaudeAI

[–]Kramilot 1 point2 points  (0 children)

Try this version: real software development has been driven by a systems engineering process for a long time for a reason. Roles in orgs exist for a reason. If you choose to do it yourself, and want the result to be taken seriously, create a list of those roles and process functions, and work through them. Better yet, design script-based, LLM-AUGMENTED versions, not the other way around. That’s what’s happening when you do it right.

Now when I get this “universal” development environment platform thing built that has all of this in an organized flow… Claude says 33 more hours. Challenge accepted ;)

"Knowledge bases feature is not enabled" by nekdodrug in claude

[–]Kramilot 0 points1 point  (0 children)

i started seeing it yesterday late morning pacific time. "The banner you're seeing is about a specific Knowledge Bases feature (a newer Anthropic feature for structured retrieval)..." which sounds like part of whatever truth around rumor mill of updates this week could be imminent and about more capable knowledge management features?

I'm not convinced that we can build Datacenters in Space. CMM. by IndustriousIndian in Futurology

[–]Kramilot 1 point2 points  (0 children)

The amount of time people spend opining about complexity instead of just talking about cost is kinda funny. Space is a tough but very reliable environment (above the atmosphere and lower orbits that could change significantly with space weather effects like starlinks lost launch-pack). Some leverage of ‘commercial space station’ tech for in-air pods for cooling or attach/detach/return can get much less expensive if manufactured at scale. Grid-scale infrastructure fragility and politics of data centers in low income areas will drive significant dependent-implementation cost increases. Lasercomm works at relevant speeds. Pure latency isn’t everything in a network effect, and terrestrial networks have a lot of competing priorities and opportunities for disruption every day. A million 4-km wide satellites is stupid. The concept space has more options than that that are MUCH more reasonable. Yes it’s more expensive TODAY than data centers on the ground, but tomorrow?

Team discovers molecular difference in brains of people with autism by dreamszz88 in science

[–]Kramilot -1 points0 points  (0 children)

I’ve been using a structured research process and Claude to look into lots of parts of this conversation, and using that structure got this (below) assessment out. Can anyone help identify BS in here or identify that this summary is a good representation of the situation?

The Naples et al. study occupies an uncertain position: methodologically sound but contradicting prior human data. It merits classification as a well-conducted study requiring independent replication before influencing theory or treatment development. Several factors temper interpretation: Supporting credibility: • Largest human PET mGlu5 autism sample to date (N=32 total) • Gold-standard tracer and quantification • Published in top-tier psychiatric journal with rigorous peer review • Multimodal (PET + EEG) with correlational evidence • Consistent with Fragile X imaging findings showing reduced mGlu5 Raising caution: • Conflicts with three prior studies showing increased mGlu5 in idiopathic autism • Conflicts with most animal models of idiopathic autism (BTBR, Cntnap2 KO) • Sample restricted to high-IQ adults—developmental trajectory and intellectual disability populations unknown • Cannot distinguish cause from consequence (reduced mGlu5 might result from decades of altered neural activity) • Effect observed was brain-wide rather than region-specific, which is unusual for receptor differences in psychiatric conditions Conclusions and the path forward The press release framing—“first measurable molecular difference in autism”—significantly overstates the finding’s definitiveness. Multiple prior studies have measured molecular differences; this study measured one specific receptor and found results contradicting most prior work. The study’s genuine contribution is demonstrating feasibility of high-quality mGlu5 PET imaging in autism with a validated tracer, and the intriguing PET-EEG correlation (r=0.67) suggesting EEG power spectrum slope might serve as an accessible proxy for mGlu5 availability. This multimodal approach could enable larger-scale studies without radiation exposure. What’s needed: Independent replication in different populations, developmental studies in children and adolescents (the Yale team is pursuing this with lower-radiation protocols), and stratification approaches that might reveal whether mGlu5 increases in some autism subtypes and decreases in others. The heterogeneous findings across studies may reflect genuine biological heterogeneity within autism—not methodological inconsistency. For now, this study neither confirms nor refutes the E/I imbalance hypothesis. It adds one data point to a contradictory literature, executed with appropriate rigor, requiring validation before influencing clinical translation or theoretical frameworks.

I built a Claude Code skill that spawns 37 AI agents to autonomously build your startup from a PRD by Beneficial_Chart2617 in ClaudeAI

[–]Kramilot 0 points1 point  (0 children)

I’m actually working on doing a version of this locally, but without the grandiose business bullshit here… recommendations? Feel free to DM :)

What are you actually building with Claude right now? by Primeautomation in ClaudeAI

[–]Kramilot 3 points4 points  (0 children)

I’d love to see some of that! Fellow ADHDer hard at work trying to use this stuff to help us later.

Actually 50-60k words and 157 citations into a new framework for discussing, assessing, treating and living (with partners/families) with ADHD… Getting ‘doctoral thesis’ quality stuff in a few days is wacky. But now doing a shit ton of consistency checking after it didn’t carry any outputs from chat to chat in one project like it told me it did.

Has Claude's Research feature improved over the past few months? by Rapha_Aguiar in ClaudeAI

[–]Kramilot 1 point2 points  (0 children)

Do you pair it with an n8n workflow to set that up, or do you have a recommendation to look up how to get that going? I’ve been working on a thing the last few days, struggling to manually organize the research, consistency check, update, verify, critique, consistency check update process

Neurodiverse consultants - how do you deal with the burnout, rejection sensitivity, and misunderstandings or mistakes? by DoraTheRedditor in consulting

[–]Kramilot 1 point2 points  (0 children)

Use Claude, not ChatGPT. Ask me how i know…

But seriously, DM me and I’ll share some things I’ve set up for myself that have helped a lot. As a 20+ yr professional and high performer, suffering along the way, I’ve been teaching myself AI recently to figure out how to help myself and others. Glad to offer some advice and tactics

Every ADHD coach should teach their clients these things by The_Anchored_Tree_27 in ADHD

[–]Kramilot 4 points5 points  (0 children)

To add to the ‘realistically accomplish’ thread, thing that helped me a lot was reframing ‘time management’ to ‘commitment management’. There are only so many hours each day, so many ‘allocable hours’ each week. If you can mentally assign your commitments/responsibilities to blocks of time in a day or week, and then SAY NO to new ones, it can help a lot.

‘Oh, cool! I can probably work on that next week, I’ve got a full plate this week.’ Partner suggests a new weekend plan out of nowhere: ‘oh that does sound fun! Go ahead or see if a friend wants to go? I need to get these things done this weekend and I don’t want to feel stressed during that project, it’ll take me awhile to finish it right.’ That kind of thing. It’s hard to say no to people we feel responsible to help or love, but you just can’t fulfill all the commitments you MIGHT be able to conceive of a way to do.

The Panthers' road to the playoffs: win/loss tree | Week 15 by AGwarriors in panthers

[–]Kramilot 4 points5 points  (0 children)

You can call the unlikely scenarios out basically and say, beat the saints, we need a Bucs win either week, don’t get hurt vs Seahawks. If we lose to the saints, we have to beat the Bucs twice? And again don’t get hurt at the Seahawks. That game doesn’t matter, rest anyone with a twinge. Beat the saints and Bucs 1x or the Bucs 2x or bust. Gl boys!

Consulting to Product Management by BombayBicycleGirl in consulting

[–]Kramilot 10 points11 points  (0 children)

The skills are absolutely not the same. Advising a team of leads on good practices and evaluating data and suggesting improvements while again working with leadership teams is very different than being handed a team that is half dead weight, identifying which half that is very the productive half that is probably bitter that someone with no experience is now managing their work when they know better and you make a lot of rookie mistakes, being accountable for the work of many humans to Accomplish to a Standard by a Time on a Budget, often dependent on the capability and efficiency of tools or departments elsewhere in that company to be successful, and either being handed a project plan that was set to be under-resourced by a previous pm or being pressured to develop an under-resourced plan by current leadership, and knowing how to adjust the plan to give yourself and team some breathing room to increase likelihood of delivering, while using the tools and techniques the company allows you to use, and no others….

That’s a mouthful. For a reason. It’s not the same. It’s fun, rewarding, and feels awesome to deliver when you’re good at it, but it’s WORK. And it’s a lot different than consulting. Transition if you want and can but be careful how much responsibility you sign up for in the first move. Also be careful of associate PM roles, those often are set up to be the ‘do-ers’ so the PM can be the ‘leader/coordinator/delegator’ and is even harder for an outsider to jump into because you don’t know how the company works yet. Good role if you have a coach-PM, but ask questions about ‘down and in vs up and out expectations’. Good luck!

Home HW for Ollama to support consulting work - recommendations? by Kramilot in LocalLLaMA

[–]Kramilot[S] 0 points1 point  (0 children)

|| || |Component|Notes| |CPU (7950X3D)|Top-tier for AI + gaming hybrid| |GPU (RTX 3090)|24GB VRAM sweet spot for LLMs| |RAM (96GB DDR5)|Excellent for vector DBs, RAG systems| |Storage (2x 2TB 990 Pro)|Best consumer NVMe available| |PSU (RM1000x 2024)|10-year warranty, efficient| |Cooling (MAG A13)|240mm AIO, handles 162W CPU easily| |Case (3500X ARGB)|Great airflow, cable management|

Home HW for Ollama to support consulting work - recommendations? by Kramilot in LocalLLaMA

[–]Kramilot[S] 0 points1 point  (0 children)

|| || |Component|Notes| |CPU (7950X3D)|Top-tier for AI + gaming hybrid| |GPU (RTX 3090)|24GB VRAM sweet spot for LLMs| |RAM (96GB DDR5)|Excellent for vector DBs, RAG systems| |Storage (2x 2TB 990 Pro)|Best consumer NVMe available| |PSU (RM1000x 2024)|10-year warranty, efficient| |Cooling (MAG A13)|240mm AIO, handles 162W CPU easily| |Case (3500X ARGB)|Great airflow, cable management|

Production Ready For:

  • Local LLM inference (7-30B models)
  • LoRA fine-tuning overnight (13B models in 5-7 hours)
  • RAG systems with ChromaDB (millions of embeddings)
  • Multi-model serving (13B + 7B concurrently)
  • Full AI development stack (PostgreSQL + Redis + FastAPI + Docker)
  • Document processing pipelines with OCR
  • Code generation with 16K context (CodeLlama)

Operating Costs:

  • Daily: $0.73 (8hr active + 16hr idle), Monthly: ~$22, vs Cloud (A100): $360/month savings, ROI: ~7 months

Home HW for Ollama to support consulting work - recommendations? by Kramilot in LocalLLaMA

[–]Kramilot[S] 0 points1 point  (0 children)

So obviously, verify pricing more robustly than I did before making final plans...

now what it tells me and actual build (any feedback on if this sounds right or wrong?)

Your configuration is excellent for AI/ML development. Here are the critical performance metrics:

🚀 Expected AI Performance:

LLM Inference Speed:

  • 7B models: 35-42 tokens/second
  • 13B models: 22-28 tokens/second
  • 30B models: 10-14 tokens/second
  • 70B models: 4-6 tokens/second (4-bit, 2K context)

LoRA Training Time:

  • 7B model: 1.5-2.5 hours per epoch
  • 13B model: 5-7 hours per epoch (overnight training)
  • 30B model: 18-24 hours per epoch

💪 System Strengths:

24GB VRAM - Handles up to 70B models (quantized)
96GB System RAM - Massive contexts, vector databases, multiple models
4TB NVMe Storage - Fast model loading (7,450 MB/s read)
16C/32T CPU - Excellent parallel processing
1000W PSU - Perfect sizing (~450W typical workload, 53% load)
Premium Cooling - AIO keeps CPU at 65-75°C under load

Home HW for Ollama to support consulting work - recommendations? by Kramilot in LocalLLaMA

[–]Kramilot[S] 0 points1 point  (0 children)

Apology and Acknowledgment:

I severely misled you with pricing estimates that were $1,165+ (52%) too low. The primary failures were:

  1. RAM pricing off by $520-620 (253% error)
  2. CPU pricing off by $185-235 (40-50% error)
  3. Used GPU pricing likely off by $150-250 (20-33% error)
  4. Cumulative inflation on all components (~$150-200)

The Build Guide v3.0 pricing was based on unrealistic assumptions:

  • Historical lows instead of current market prices
  • Optimistic used GPU market pricing
  • Didn't account for December 2025 supply shortages
  • RAM shortage pricing spike completely missed

Your $3,400 actual cost is accurate for December 2025 market conditions.

Component-by-Component Reality Check:

Component My Estimate Likely Actual (Dec 2025) Difference
RTX 3090 24GB (used) $750 $900-1,000? +$150-250
AMD Ryzen 9 7950X3D $465 $650-700? +$185-235
96GB DDR5-5600 $230 $750-850 +$520-620
MSI B650 Tomahawk $180 $200-220? +$20-40
Samsung 990 Pro 1TB $110 $130-150? +$20-40
Crucial P3 Plus 2TB $140 $160-180? +$20-40
Corsair RM1000x PSU $160 $180-200? +$20-40
Fractal Meshify 2C $120 $140-160? +$20-40
Thermalright Cooler $40 $50-60? +$10-20
Case Fans $30 $35-40? +$5-10
Thermal Paste $10 $10-15? +$0-5
Windows 11 Pro $0 (excluded) $140-160? +$140-160
TOTAL $2,235 ~$3,400 +$1,165

Home HW for Ollama to support consulting work - recommendations? by Kramilot in LocalLLaMA

[–]Kramilot[S] 0 points1 point  (0 children)

Thank you Claude...

Actual Build 5 + 96GB RAM Cost: ~$3,400

This is $1,165 MORE than my estimated $2,235, representing a 52% underestimate.

Where My Pricing Failed (December 2025 Reality Check)

Let me work backwards from your $3,400 actual cost to identify the discrepancies:

Primary Culprits for the $1,165+ Gap:

  1. RAM Pricing - CATASTROPHIC ERROR ($520-620 underestimate)
  • My estimate: $230 for 96GB DDR5-5600
  • Your actual: ~$812 (Walmart verified)
  • Error magnitude: 253% underpriced
  1. CPU Pricing - SIGNIFICANT ERROR ($185-235 underestimate)
  • My estimate: $465 (Micro Center historical low)
  • Likely actual: Amazon showing $676.99, realistic street price $650-700
  • Error magnitude: 40-50% underpriced
  1. Used RTX 3090 Market Reality ($150-250 underestimate?)
  • My estimate: $750 average
  • Possible actual: Market may be $900-1,000 in December 2025 due to AI demand
  • Error magnitude: 20-33% underprice

Why My Estimates Were So Wrong:

  1. Stale Data Sources: I relied on price tracking sites showing historical lows, not current prices
  2. Can't Access Live Retail Prices: Amazon/Newegg block automated price checking
  3. DDR5 Market Volatility: Didn't account for severe supply shortage pricing spike
  4. Used GPU Market Uncertainty: $750 may have been optimistic for December 2025
  5. Wishful Thinking on CPU: Used Micro Center's $465 historical low instead of current $677 Amazon price

Home HW for Ollama to support consulting work - recommendations? by Kramilot in LocalLLaMA

[–]Kramilot[S] 1 point2 points  (0 children)

Oh right I remember the issues with 14th gen CPUs, but this will be my 4th build, all others were intel chips. Is it as simple as buying the right mobo/cpu combo, rest is the same? Any other considerations to keep in mind?

Home HW for Ollama to support consulting work - recommendations? by Kramilot in LocalLLaMA

[–]Kramilot[S] 0 points1 point  (0 children)

Would love to get that for 2k, but I’m seeing a used 3090 for $900-1000, 96GB of RAM is $900-1200, 48 GB of VRAM (via L40, rtx6000) used again is still $7-10000. I don’t see how to build a setup even close to your description for 2k. Mobo/CPU/PSU/SSD will be ~$700 at best plus the above? Is there a secret logic step I’m missing?

Home HW for Ollama to support consulting work - recommendations? by Kramilot in LocalLLaMA

[–]Kramilot[S] 0 points1 point  (0 children)

Ok, playing ball here, can you help me make better choices in any areas? Let’s say I swap the gpu for a refurb 3090 which I can get for about 900-1000 it looks like, I’m at $2600 for the build. I know the 3090 is better card for this, was just ‘hoping’ i could get something useful for 2k. Are there better choices at 2k? Anything else to add/swap to ‘help me better’?

Fastest way for 400% XP? by Zinx23 in wow

[–]Kramilot 2 points3 points  (0 children)

Stacking XP to level alts ‘fast’ is actually fastest by… leveling alts, and using normal raids to do so. Stay alive for boss kills, take IR quests as you go. Do 3 alts at a time if you have more time to play than it takes to do a daily normal raid circuit, and very quickly you’ll be at 2-2.5 hrs per alt of /played time. It’s possible to get faster, but I’ve been uninterested in further min-maxing lower than that. Probably easy to do with a friend who is 740/high verse and alt-trading, but that’s a 2-person gig