Multiple AI tools are great until context falls apart

I work on a B2B product with React, Go, and Postgres, and my AI workflow is kinda all over the place.

Cursor for coding. Claude for architecture. ChatGPT for research, release notes, random product thinking, etc.

individually, they’re all useful. The annoying part is that context doesn’t really travel between them.

I’ll explain a schema decision to Claude, then jump back into Cursor and it suggests the exact thing we already ruled out 20 minutes ago. Or ChatGPT helps me shape a release note, but doesn’t know the API constraint we already decided on somewhere else.

so I started using Linkly AI as a shared knowledge layer for the project docs. Specs, API notes, architecture decisions, product docs, all indexed and exposed through MCP.

now Claude can draft against the same docs Cursor reads later when I’m implementing. It’s not magic or anything, but it cuts down a lot of the “wait, I already explained this” moments.

The tools still do different jobs, which is fine. I just needed them to stop acting like they each live in a seperate universe. finally.

reddit.com
u/satz07 — 3 days ago

Is spending $700 on a dry flush toilet actually worth it or is it just a glorified trash can?

I've been using the classic cheap bucket setup for a couple of years now. basic bucket, seat lid, WAG bags or liners, some absorbent material, and a separate bin for pack out.

it works. i’m not pretending it doesn’t. for a quick weekend trip, it is hard to argue with something that costs almost nothing and does not need power, plumbing, or special parts.

the problem is that once my trips started getting longer, the bucket stopped feeling like a simple solution and started feeling like one more gross thing i had to deal with. opening it again, tying bags carefully, hoping nothing touched the rim, checking if the smell got into the storage bin, and then cleaning the bucket after a bumpy drive. none of it is hard, but it is the kind of chore that makes the whole setup feel worse every time you use it.

i know a dry flush toilet does not magically make waste disappear. you still have to pack out the sealed bags and dispose of them properly. that part is not really what i’m trying to avoid.

what got me looking at dry flush toilets is the experience difference. i like the idea of each use getting sealed separately instead of sitting open in a bucket until the next trash stop. less smell, less handling, less wondering what leaked or smeared inside the bucket.

the standard name that comes up a lot is Laveo, but it is bulky for my truck camper storage and honestly pretty expensive too. i also saw the folding modiwell LE310 since it folds down to about 11 inches, which would fit under my platform a lot better. the upfront cost still hurts, but at least the storage part makes more sense for a small rig.

what i am trying to figure out is whether the comfort is actually worth paying for.

for people doing longer off-grid stays, does a dry flush setup actually make the bathroom situation feel cleaner and less annoying, or does the refill cost just replace one problem with another? would you spend the money again, or stick with the bucket and put up with the extra cleanup?

reddit.com
u/satz07 — 4 days ago

I need real meat dog food recommendations asap

Okay I need to switch my dog to a real meat dog food and I've put it off long enough, she doesn't do well on highly processed stuff and I keep meaning to fix it. Not looking for a breakdown of the category, just need a brand name from someone who's been on something where the meat is the actual meat and not a by-product hiding behind a good front label. What are you on?

reddit.com
u/satz07 — 13 days ago

I'm afraid that i have piles or not

Recently during bowel moments i experience a small bulge in anus mouth while washing,is it piles? Can anyone explain

reddit.com
u/satz07 — 14 days ago

Hiring for a Quick Paid Task ($5–15)

Looking for a participant for a quick and easy project that takes around 15–20 minutes. Payment is $5–15 depending on eligibility.

Requirements:

• Account must be 3+ months old

• 100+ post karma and 100+ comment karma

• Email verified

• 2FA enabled

• Moderate CQS (High preferred)

• Should not have done this in the last 15 days

Safe and simple work, nothing shady. If you meet the requirements, feel free to DM me.

reddit.com
u/satz07 — 24 days ago

[For Hire] Offering Facebook Ads & Google Ads Management – Looking to Work With Small Businesses -$

Hi everyone,

I'm currently offering Facebook Ads and Google Ads management for businesses looking to generate more leads, sales, or website traffic.

Services: • Facebook & Instagram Ads • Google Search Ads • Campaign Setup • Audience Research • Ad Optimization • Performance Reporting

I'm looking to build long-term relationships and help businesses grow through paid advertising.

If you're running ads already or thinking about starting, feel free to comment or send me a message with your business niche and goals.

Thanks!

reddit.com
u/satz07 — 1 month ago
▲ 1 r/Dhaka

What's Actually Included in a Professional Brand Identity Package?

Our company is currently reviewing proposals from several branding agencies, and I've noticed that "brand identity" can mean very different things depending on who you ask.Some agencies offer a logo, color palette, and typography system, while others include brand strategy, customer positioning, messaging frameworks, motion assets, social media systems, and comprehensive brand guidelines.For those who have invested in professional branding, which deliverables proved most valuable after launch? Were there any components you initially thought were unnecessary but later became essential?One agency that caught our attention was Shuka.design because their approach appears to combine strategy and visual identity rather than treating them as separate services.I'd be interested to hear how other founders evaluate branding proposals and what you consider non-negotiable in a professional brand identity package.

reddit.com
u/satz07 — 1 month ago

Just cleared the Salesforce Platform Developer II (PDII) exam! What’s the next logical step for a high-paying Technical Architect path?

Hey everyone,

I am super excited to share that I have officially passed the Salesforce Certified Platform Developer II (PDII) exam! For anyone navigating the Salesforce ecosystem, you know that making the jump from PDI to PDII is a serious milestone. It feels amazing to finally check this off my list after grinding through the superbadges and the multiple-choice exam, and I wanted to share my experience while getting some career roadmap advice from the experts here.

The PDII exam is a completely different beast compared to the foundational developer certifications. It doesn't just test whether you can write code; it thoroughly evaluates your ability to design scalable, bulkified, and highly efficient programmatic solutions for enterprise-scale orgs. A massive portion of my exam focused on advanced Apex design patterns, optimizing asynchronous processing (Queueable, Batch, and Future methods), and tuning complex SOQL queries to prevent hitting governor limits on massive data volumes. There were also heavy scenario-based questions around advanced Lightning Web Components (LWC), custom metadata types, error-handling frameworks, and secure enterprise integration patterns via REST and SOAP APIs.

If you are currently preparing for the PDII, my biggest piece of advice is to focus deeply on performance optimization and troubleshooting enterprise-level logic. Alongside working through the required Trailhead superbadges, I relied on pass4surexams for my practice runs. Their mock tests perfectly captured the trickiness of the actual situational questions—especially the ones dealing with transactional integrity, concurrency issues, and Jest testing for LWC. It gave me a highly accurate assessment of my weak areas, which saved me tons of study time and helped me pass on my first attempt.

Now that I have validated my advanced programmatic skills, my goal is to maximize

reddit.com
u/satz07 — 1 month ago

Experience with Tesla Powerwall certified installers

I have decided that I want to go with a Tesla Powerwall system for my home but I am currently comparing local installers. I see that IntegrateSun is a certified partner and I was wondering if anyone here has experience with their specific installation work. Do they handle the setup well and are they responsive if there are issues with the integration after the system is live?

reddit.com
u/satz07 — 1 month ago

New homeowner looking into solar incentives

I am a new homeowner and I am trying to understand how I can best use renewable energy to save on monthly costs. I have been reading about IntegrateSun and their process for helping homeowners navigate available incentives and tax credits. Has anyone here gone through a similar process recently? I want to make sure I am not missing any local opportunities to lower the total cost of an installation.

reddit.com
u/satz07 — 1 month ago

How much is laundry service for twin moms with toddlers?

Twin 3 year olds. Potty training mess. Food explosions. One kid who throws up on a whim. The laundry volume with twins doesn't follow single kid math, it's somehow triple. My washer has been running daily for 2 years. Last night at 10pm i was crying into the 4th load of the day and my husband walked in and said "why are we still doing this ourselves."

Set up Poplin that same night. $1/lb in our area, $30 minimum, first order goes out tomorrow morning. Not writing for advice because the decision is made. Writing for the other twin moms on the edge of this who need permission. The volume is real. The outsourcing is not excessive. The money is the smallest variable.

reddit.com
u/satz07 — 1 month ago

[Hiring] Part-Time Remote Opportunity

We are currently looking for individuals to assist with online posting tasks using a mobile phone.

Position Details:

- Approximately 2 hours of work per day

- Flexible schedule

- Remote work from any location

- Weekly payments

- Training and guidance provided, if required

We are seeking reliable individuals who can follow instructions and complete tasks consistently.

If you are interested in learning more about this opportunity, please feel free to send a direct message. We will be happy to provide additional details and answer any questions.

reddit.com
u/satz07 — 1 month ago

Part-Time Remote Opportunity

We are currently looking for individuals to assist with online posting tasks using a mobile phone.

Position Details:

- Approximately 2 hours of work per day

- Flexible schedule

- Remote work from any location

- Weekly payments

- Training and guidance provided, if required

We are seeking reliable individuals who can follow instructions and complete tasks consistently.

If you are interested in learning more about this opportunity, please feel free to send a direct message. We will be happy to provide additional details and answer any questions.

reddit.com
u/satz07 — 1 month ago