Last week our CRM told us we'd dropped the ball on a lead.
The deal had been marked Qualified five days earlier. The next action said "send intro email." We asked ThreadIQ's AI to review that action, and it pointed out that no message had ever been sent, so the intro was still the right step and the due date still made sense.
That's the kind of AI help we wanted in a CRM. Not a chatbot bolted onto the side, but an assistant that reads the actual communication history before it says anything.
In ThreadIQ it can:
- Draft the next message or the first outreach, using prompts your team can edit
- Review whether a planned next step still makes sense, and explain why
- Open a full agent chat with the deal already loaded, so you skip the background
Every draft shows which model wrote it and how many tokens it used.
devinstance.net/products/threa…#AI#CRM#SalesOps
Heading to this one. Two things I'm looking for: partners to work with, and small business owners whose software doesn't fit how they actually work. That second one is what I do for a living. Come say hi. #SanDiego
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We put every ThreadIQ feature on one page, including the ones still in development.
Each has a like button. The most-liked ones get built first.
Deal assignment, Google Workspace sync, a mobile conference app, more reports. Which would you pick?
devinstance.net/products/threa…
ThreadIQ, the CRM we run devInstance on, now has a full product page. Kanban pipeline. Microsoft 365 email sync. An AI assistant that reads the deal history before it drafts anything. Deployed on your domain, in your own database. No per-seat pricing.
devinstance.net/products/threa…
Custom software has a reputation for being slow, and usually it earns it. Six weeks of discovery, three months of build, and the first screen anyone can actually click on shows up in month five.
That timeline exists because most projects start from nothing.
Ours don't. We keep a set of working applications covering what nearly every small business needs first:
→ Customers. Contacts, pipeline, activity history, email that syncs both directions, so nothing lives only in one person's inbox.
→ Time and resources. Who worked, on what, where, for how long, and what it cost you.
→ The plumbing under both. Users, roles, permissions, audit trail, reporting, scheduled jobs. Unglamorous, and every business app needs it.
These are not demos or mockups. They are running applications. One gets deployed into your cloud in days, and then the real work starts: fitting it to how your business actually operates. Your terminology, your approval steps, your reports.
Most SMBs don't need software nobody has built before. They need the ordinary things to work the way they actually run the company. So you don't pay for the 80% that's the same everywhere. You pay for the 20% that's yours.
Which would you deploy first: your customers, or your time and jobs?
devinstance.net/?utm_campaign=…
Small businesses get two options:
1. Spreadsheets nobody wants to touch
2. SaaS you pay per seat forever and use 15% of
There's a 3rd. Software built for how you actually work, running in your cloud, on your database. Support because you want it, not because it breaks without it.
More soon.
devinstance.net/contact-us?utm…
The most expensive sentence in software: "Let's just rewrite it."
It sounds clean. Fresh start, modern stack, no legacy baggage. But here's what the rewrite pitch never mentions:
- The old system encodes 10+ years of business rules nobody wrote down
- The business doesn't stop while you rebuild, so you maintain two systems
- Rewrites are estimated against the happy path, and legacy systems are nothing but edge cases
- Somewhere around month 8, the new system does 60% of what the old one did
We've seen companies burn a year and six figures to end up with less than they started with.
There's a different way: modernize incrementally. Keep what works, because it works. Improve usability, performance, and maintainability piece by piece, with the system running in production the whole time.
It's less dramatic than a rewrite. Nobody gets to announce a shiny new platform. But your team gets a better system every month instead of a promise that's always two quarters away.
Old doesn't mean broken. Most legacy systems earned their age by actually working.
Learn more: devinstance.net/services/moder…
"I built it myself with AI tools. It actually works! But last month it broke, and I realized I have no idea how to fix it."
Different paths, same destination: software that runs your business but that nobody can safely change. Too valuable to throw away, too fragile to build on.
We see enough of this that we made it a dedicated service: Vibe-Code Rescue.
What it looks like:
1. We read the code and map how it actually works
2. We tell you honestly what's salvageable and what isn't
3. We fix what's breaking now, before it costs you customers
4. We add the missing fundamentals so changes stop being scary
5. You get it back documented and understandable
No judgment, by the way. Building fast to prove an idea is smart. We use AI coding tools ourselves, just with specs, reviews, and tests wrapped around them.
If you have an app you're afraid to touch, that's fixable. Usually faster than a rewrite.
devinstance.net/services/code-…#vibecode#vibecoderescue
There's a job at almost every SMB that nobody was ever hired to do.
Copying data from emails into a spreadsheet. Re-typing orders from one system into another. Chasing people for status updates. Building the same report every Monday morning.
Nobody applied for that job. It just accumulated.
We call it "how things work here." But really, it's automation debt. Every hour a skilled person spends moving data between systems is an hour the business paid for twice: once in salary, once in the opportunity they didn't have time for.
The good news is that this is the easiest problem in software to fix:
- Invoices that generate and send themselves
- Data that flows between systems without a human in the middle
- Reports that are just... there, every morning
- Follow-ups that never get forgotten
You don't need to replace your systems to get this. Most automation projects connect what you already have.
If your team spends more time feeding your tools than using them, that's usually a 2-4 week fix, not a year-long project.
What's the most repetitive task eating your team's week? I'm genuinely curious what shows up in the comments. devinstance.net/services/autom…
"AI makes developers 10x faster." We tested that claim the honest way: by building real software and measuring what happened.
Our founder built a full CRM using Claude Code as a controlled experiment. The verdict? The productivity gains are real. The 10x hype is not.
What we learned:
- The first two weeks feel like magic. Working features in days, real velocity.
- Then the debt shows up. Skip code review and you get concurrency bugs, broken contracts, and quiet technical rot that compounds.
- AI shines at boilerplate, CRUD scaffolding, and well-scoped features. It struggles with architecture, state, and long-lived systems.
- You are not freed from the work. You are redirected within it. Someone still has to be the tech lead, even on a team of one.
The honest math: somewhat faster, somewhat cheaper. Not 10x. Probably not even 3x on complex projects.
The upside for SMBs is real, though. Custom software that fits your business is now within reach for companies that could never justify it before. It just still takes engineering judgment to get there.
Full breakdown, including where AI genuinely helps and where it falls apart:
devinstance.net/blog/why-ai-ca…#AIDevelopment#SoftwareDevelopment#SMB#CustomSoftware#ClaudeCode
AI tools made it easy to build software fast.
They also made it easy to build software nobody can fix.
If your app mostly works until it doesn't, we now offer Vibe-Code Rescue: assess, stabilize, make maintainable, hand it back documented.
devinstance.net/services/code-…
PWA or native mobile app? This question comes up in almost every conversation I have with business owners about going mobile.
So I wrote down my take: the pros and cons of Progressive Web Apps, where they shine, where they fall short, and why choosing a PWA is not a one-way door.
If you are weighing this decision for your business, this might save you some time and money: devinstance.net/blog/pwa-vs-mo…#PWA#MobileApps#SoftwareDevelopment
The rewrite always sounds like the answer. It rarely is.
Long development cycles with nothing delivered. Budget overruns. Disruption at cutover. And the quiet killer: all the tribal knowledge and edge cases baked into the old system over the years, thrown away because nobody documented why they were there.
We modernize incrementally instead. Assess the system, build a phased roadmap that delivers value at each stage, then execute while the software stays operational. Lower risk, faster feedback, business continuity throughout.
Modernize what works. Fix what doesn't. Skip the big bang: devinstance.net/services/moder…
The cheapest custom software to build is often the most expensive to live with.
Cut the wrong corners and you get an app that works at launch and becomes a liability by year two. Nobody can safely change it, performance quietly degrades, and you're locked into whoever built it.
We optimize for the opposite. Maintainability, performance, and long-term ownership, not lock-in or over-engineered architecture you'll pay to carry. The goal is software you understand and can build on for years, not a black box that holds your business hostage.
More on how we build: devinstance.net/services/custo…
Here's the honest part most shops won't say: we use AI coding tools too.
The difference is discipline. Specs before code. Work broken into reviewable steps. Multiple models checking each other. That's why what we build holds up, and it's exactly why we can fix what doesn't.
So when a vibe-coded product breaks in ways nobody can explain, we're not there to lecture you about AI. We're there to stabilize it, make it maintainable, and turn it into something you can actually build on.
That's Vibe-Code Rescue: devinstance.net/services/code-…
A lot of the projects that land on our desk are someone's second try.
The first vendor was cheap, moved fast, demoed well, and then left behind software nobody could maintain. By the time the owner comes to us, they are gun-shy and asking a sharper question than they asked the first time: how do I tell, before signing anything, who can actually build this and keep it running?
That question is harder to answer now than it was two years ago. AI has made it easy for almost anyone to ship software that looks finished, so the polished demo no longer tells you much. It has become table stakes, and sometimes a trap.
Our take on what to look at instead, and the three things worth asking any vendor before you hand over a budget:
devinstance.net/blog/choosing-…
Four numbers that don't match, one company:
Your CRM says 1,200 customers. Accounting says 1,140. The marketing platform has 1,310. Support has 980.
Which one is right? Trick question. None of them, because they were never built to agree.
Disconnected systems don't just waste time on duplicate data entry. They quietly erode trust in your own numbers, until every important decision starts with an argument about whose spreadsheet is correct.
Integration fixes the root cause. When systems sync in real time with validation in between, there's one answer instead of four. Sales reflects inventory. Accounting reflects payroll. The data stops contradicting itself.
We map your current systems, find the high-impact connection points, and build integrations that hold up, with error handling for when something upstream goes wrong.
If your last leadership meeting included a debate over whose number was right, that's the problem worth solving.
devinstance.net/services/autom…
The product looks polished. The screens render. Stripe takes payments. And the data model underneath might be wrong in ways you cannot see.
That gap is the whole problem with a vibe-coded MVP. "It's just an MVP" assumes you know what's underneath. When an AI you didn't supervise wrote it, you don't.
You can launch a rough product. You can't launch on a foundation you don't understand. Two hours of a senior engineer's time will surface things you'd otherwise meet under load, in production, with real customers watching.
After nearly thirty years cleaning up systems that were fine until they weren't, here's the honest version of what nobody tells founders shipping with Replit, Lovable, or Cursor.
Read it here: devinstance.net/blog/vibecodin…
Things we said to clients this week, free of charge:
- 'No, you don't need to rewrite it.'
- 'The AI didn't write bad code because AI is bad. It wrote bad code because nobody told it what good looks like.'
- 'That 2009 stored procedure is doing more work than half your microservices.'
- 'Yes, the UI looks dated. No, that's not why it's slow.'
- 'A staging environment is cheaper than an apology email.'
Consulting wisdom is mostly just saying the unglamorous thing out loud.
Have a good weekend. Don't deploy anything you can't roll back.
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