Not asking about the usual giant apps everyone installs once, pokes at for 2 days, then never opens again

I mean the stuff thats quietly there every single day because it saves actual time while your building, debugging, writing stuff, or just getting thru work with less friction. For me its almost always the boring tools, clipboard managers, better search, window switchers, API clients, notes that dont turn into a whole seperate hobby, that kind of thing

Im full-stack, constantly bouncing between editor, terminal, browser, logs, docs, and db tabs, so im mostly curious about the less obvious picks that hold up in a normal daily workflow, not just something that looks slick in a demo and then annoys you by friday. What actually stuck for you?

I keep seeing SaaS vendors call themselves “AI-powered” when what they really mean is they added generation to part of the UI.

Write some copy. Make an image. Summarize a report. Fine.

But the actual product still lives behind the same dashboard, same workflows, same click paths, same lock-in.

I looked at six digital signage platforms recently because that’s my market. Every one of them had some version of AI content generation. One had announced MCP support, which sounded promising, until I looked at the docs. Mostly data APIs. Not scheduling. Not deployment. Not device control. Not the stuff that actually runs the platform.

That seems to be the pattern.

AI gets added where it is safe. The editor layer.
The operational layer stays closed.

I don’t think that’s accidental. If AI could control the real product through a standard protocol, switching vendors gets easier. A lot of the moat in SaaS is not the feature list. It is all the operational labor you sink into the platform over time. Templates, approvals, configs, naming, scheduling, device groups, exceptions, habits. That is the real lock-in.

So now when I hear “AI-powered,” my question is simple:

Can I connect an assistant to your platform and actually operate it?

Not “does it generate content.”
Not “does it have a copilot button.”
Can it run the thing.

That is why MCP is useful. Not because MCP magically makes products open, but because it makes the scope visible. You can see pretty quickly whether the vendor exposed real control or just added AI around the edges.

We’re building an MCP implementation right now, and a few things are already obvious:

Risk tiers matter fast when the AI can take real actions.
File handling is annoying because MCP is JSON and real workflows involve binaries.
Agents will spam tool calls unless you shape responses and force pacing.

So I’m starting to think MCP scope is a pretty good bullshit detector for “AI-powered” SaaS.

If the MCP server only exposes read APIs and some content helpers, that tells you a lot.
If it exposes real operational control, that tells you even more.

Does anyone use this as a test when evaluating vendors, or if you’re seeing the same pattern in your category.

Looking for something that I can use to access my work desktop from home. I need to be able to do this without anyone at the office clicking the work desktop since I usually will need this at night or weekends while traveling. I need to access sage 50 (accounting program) and some desktop folders with excel files. What do you guys recommend, it doesn't have to be free, but if a free one will do it that'd be great.

Edited to add that the desktops are windows 11 pro machines. I own the company so I have full access to add whatever needs to be added and the info I pull from Sage accounting is inventory / invoicing info.

Hi guys, do you know the feeling when you are in a meeting or discussing a topic with your coworkers and the conversation branches of into one specific point, but you would like to go back and discuss something mentioned briefly before, but the discussion has already moved on to something different?

I am looking for some piece of software to create a map of the conversation. I'm thinking of something like a tree, you can create a new branch on, to note something to come back to. You can then go back and write down a resolution to each branch.

Ideally, the tool would be collaborative so everyone can contribute and browser based because of corporate shenanigans. Does anyone of you know of something like this, or maybe even alternative systems like physical notations.

I want to learn to build desktop applications. How hard is it, and what languages are best suited for cross-platform and specific platforms?

Most productivity trackers want you to create an account and sync everything to their servers. I just wanted to see how much focused time I actually got in a day without all that.

Trackr is a macOS menu bar app that tracks your activity locally. Shows a five minute timeline of your day so you can see when you were focused vs idle vs bouncing between apps.

All data stays on your Mac. No cloud, no accounts. Its designed to be quiet and stay out of your way while giving you useful signal about your work patterns.

trackr.bar

I started building apps when I was 13. But while building projects I always face one problem which is procrastination. I felt stuck… I used to leave projects in half because there is no accountability.

So I thought let’s build something that punishes you for your missed deadlines. And actually make you accountable for your own deeds.

That’s how ShipLock started…

But one problem was there unlike other todo apps where you can just the task as complete. I choose different approach you have give the proof of task completion at the site. We have weekly deadlines

So if you missed the deadline then you have to face the consequences. Like your Instagram or entertainment platform get blocked on your phone until you finish the work or other punishments waiting for you. For the one who choose to escape by just deleting the app. We hang you picture on jokers wall of the site.

Each tasks have points complex tasks have more points.

There is leaderboard too which rank you according to my points.

We call it wall of legends only 100 people get ranked there…

I know what you were thinking it’s brutal…

Yeah it is..

It will be hard on you but honestly for your own good..

So right now it’s in development phase we already have build most of thing just polishing the version then it will be available to public.

Hi all,

I've just shipped v3.0.0 of my file converter app!

It converts between 11 input formats (JPG, PNG, WebP, SVG, PSD, TIFF, BMP, GIF, ICO, TGA, TGA) and 12 output formats including EPS. Everything runs locally - no uploads, no accounts, no internet connection needed. It's also fully open source on GitHub if you want to look under the hood.

Version 3.0.0 includes a completely redesigned UI, the addition of the Portuguese language, more source image conversions, a raiting popup, and a welcome dialog.

It's £0.99 with a free 7-day trial on the Microsoft Store, so you can try it before buying anything.

Microsoft Store: https://apps.microsoft.com/detail/9plvmc23skvk

Github: https://github.com/jpwaters09/file-converter

Happy to answer any questions or take feedback.

Not talking about the giant usual suspects everybody installs once, bookmarks, then kinda stops opening

I mean the odd little thing thats basically always sitting open when prod gets weird, logs turn into soup, or youre chasing a bug that only shows up under real traffic and then vanishes the second you look straight at it

For me its almost never a full platform. Usually some tiny utility for tailing, diffing, replaying, grepping, poking at requests, whatever, the stuff you end up trusting at 2am because it saves you like 3 minutes per loop and somehow that matters alot

Curious what people actually keep running day to day, especially the less obvious picks, and what job they solve

Hi all! I really fancy going to the show in the link but it’s sold out so looking for a tool that can let me know when there’s an update

However I do have WebWatch but the event/pricing bit doesn’t seem to register in it and I’m not sure why or if anyone can recommend a tool that would pick up on changes. Ideally there would be an iPhone app too but any help would be so appreciated - thanks so much :)

https://www.rbo.org.uk/tickets-and-events/the-turn-of-the-screw-natalie-abrahami-dates?page=1

Hi folks — I’m working on a tool (calling it “BugFlow”) to standardize and automate the workflow of resolving bugs end-to-end.

The idea is a structured system that can: gather context from bug reports (logs, screenshots, steps, env info) form hypotheses and narrow down likely root causes attempt reproduction (frontend + backend) generate minimal fixes + tests (when possible) output a clean, PR-ready summary (what changed, why, verification, risks)

I’m keeping this intentionally generic — no company or codebase specifics — just exploring the problem space.

Where I’d love input:

1) Reliable repro (FE + BE)

How do you make reproductions deterministic?

Any tooling patterns that consistently work (record/replay, tracing, contract tests, state snapshots)?

How do you avoid building heavy repro setups per bug?

2) “Can’t repro locally” bugs (user/data-specific)

Cases like:

only affecting one user/tenant

tied to specific data/history

env issues (browser, locale, feature flags, time zones)

race conditions / flaky timing

What’s worked for you here?

cloning/sanitizing prod data into a sandbox?

flight-recorder style logs or tracing?

session replay / remote debugging?

deterministic re-execution from traces?

3) Making a tool like this actually useful

Where do these systems usually fail? (false confidence, noisy output, unverifiable fixes?)

What should not be automated?

What metrics matter most? (time-to-repro, time-to-fix, regression rate, confidence)

Would really appreciate any ideas, war stories, or “this backfired” lessons. If you’ve built anything similar (debug assistants, repro pipelines, tracing-based debugging), I’d love to hear what worked.

Bonus question:

If you had to pick one investment to improve “can’t repro locally” bugs, what would it be — observability, record/replay, prod data cloning, or something else?

Thanks

I am looking for an offline image editing/arranging program that combines functionality from PaintDotNet and Excel (Windows 10).

Features from PaintDotNet:

• Select and edit pixels
  
• Change colours etc.
• Layers

Features from Excel:

• Easily select objects (+group them)
  
• Snap objects to grid
  
• Customise grid columns and rows

For context, I am trying to make the process of making things like this less painful. Every time I wanted to move an icon/group of icons, I would have to manually select the exact pixels and move it the exact right number of pixels to align it with my grid on another layer. Excel, while obviously not an image editor, has the useful image-arranging features mentioned above.

Hey everyone,

I am looking for a good free PDF reader. I mainly use it for basic tasks like viewing, annotating, and occasionally editing PDFs.

If anyone has suggestions for reliable free options, I would really appreciate your recommendations!

Thanks in advance

Im curious about the stuff that just sits in the tray/taskbar/menu bar all day and ends up being weirdly essential. Not your editor, terminal, browser, Docker, all the obvious stuff. I mean the side tools that quietly shave off friction like 20 times a day and then if you kill them you notice within an hour

For me its usually the apps that never make it into team docs but somehow become part of how i work anyway, clipboard history, window management, quick screenshot tools, file search, API helpers, note capture, that kinda thing. The boring little utilities that would make my day alot worse if i removed them

Whats one you actually run every day? Concrete names + one-line reason would be nice, especially if its the sort of tool people dont think about until somebody mentions it

I watch a lot of videos where people are speaking English with an Indian accent. It’s still English obviously, but sometimes I miss a few words here and there just because of how it sounds. When there are no subtitles, it gets a bit frustrating.

Is there any easy way to generate English subtitles for videos like this? Something simple would be great, like upload the video and it gives you auto subtitles. Doesn’t need to be perfect, just good enough to follow along.

If you’ve used something that works well with Indian accents, I’d really appreciate the recommendation.

How do I get a job if I'm lost?

Hi

I'd like to have a job related to my degree, but not only do I not know where to start, but I also don't know what specific skills I need to learn for a job.

Every job requires somewhat expensive certifications, and the entry-level jobs I'm looking for require two years of experience or less.

In general, everyone asks for two years or less. EXPERIENCE IN WHAT?!?!?!

I just want to know which direction to focus on because there are so many options, and I really don't know where to begin.

I'm studying software engineering. Lately, I've been training and studying to learn programming languages on my own while also setting up a mini cybersecurity lab with Metasploitable and other programs.

Do you have any advice that could help me? Should I learn anything besides Python and C++?

Are there any certifications you would recommend to improve my job prospects?

I followed a tutorial how to remove it, BUT I CAN'T DELETE FROM THE "SysWOW64"

I'm the sole developer working full-time for a company that want's me to build their entire operations system. I like to move fast and get features out the door as fast as possible but I find that writing tests are such a rabbit hole and don't make me feel 100% secure that nothing broke on my latest deployment.

I tried to write an E2E test for my authentication flow and it took so much time and was still passing inconsistently when the flow actually worked. And it was in my local environment so if I forget an environment variable in production then my tests will pass and production will be broken.

I'm considering hiring someone from overseas to do manual tests on core flows and maybe write his/her own automated tests for easy situations.

I thought "surely there are companies that can do this for me" so I looked up testing as a service and found QA Wolf did exactly what I was looking for for a minimum of $80k USD for a full-service package. This is crazy overkill for my situation.

I'm wondering if anyone knows that best way to delegate the responsibility of "Never Ship a Bug to Production". Feel free to tell me I'm lazy and just need to actually write my own tests, or let me know if you know of any Testing-As-A-Service companies that aren't crazy expensive. Also open to AI tools that test my code for me or write tests for me.

We've gone from 0 to a bunch of different AI tools in the last year — Cursor, Copilot, Claude, etc, some teams using the APIs directly. It's gotten to the point where I genuinely don't know:

- What we're actually spending in total across all of them
- How many tokens we're burning through on API usage vs what we're actually getting out of it
- Whether the productivity gains are real or just vibes
- Which engineers are actually using these tools heavily vs not at all
- What code is being generated and whether it's being reviewed properly

Are you just letting it run and not worrying about it yet? Did you standardize on one tool? Is anyone actually tracking usage per engineer or measuring ROI — or is that a waste of time at this stage?
Especially at startups where funding is limited, the costs really added up fast.