Founder of Apexloop
Writes about how a company builds its own system without needing a developer to do it. Mostly interested in what happens the day after the demo: operations, permissions, and data that has to last for years.
71 articles
LinkedInApexloop has its own MCP server. We walk through one concrete example of how an AI agent connects to your workspace, what it can read, how it proposes a change, and why writing always waits for your approval.
MCP is an open protocol that gives AI assistants access to data in business systems - without a manual integration for every tool. We explain how it works and why most business software will run on it within a few years.
The US government ordered Anthropic to suspend access to Claude Fable 5 and Mythos 5 models just three days after their launch. What this incident means for companies building agentic AI into their key processes.
Anthropic announced new models Claude Fable 5 and Claude Mythos 5. Fable 5 is designed for general use, Mythos 5 uses the same underlying model with relaxed constraints and remains
An off-the-shelf template is faster, cheaper and perfectly sufficient for plenty of companies. For others it's the start of two years of frustration. Three questions that reliably tell the two apart, and what to do with the answer.
One concrete flow end to end: an ordinary enquiry arrives, the system pulls out the line items and the company ID, fills in the company from the public registry, creates the job and stops at human approval. What you need for it, and where its limits are.
Three concrete edits that mean a support ticket and a wait in an off-the-shelf CRM: adding a custom field, reordering the sales stages and hiding prices from part of the team. Here's what they look like when they're settings.
No talk of transformation or productivity. Five concrete tasks you can hand to AI in a business system this week, three where a human should have the last word, and one rule that holds it all together.
A quote, a client list, a payroll table - every day someone on the team drops something like that into an AI tool. Three places that data can end up, and nine questions worth asking a supplier before an incident rather than after one.
Connectors haven't died and won't. But most of the scenarios companies build in them exist only because their tools can't talk to each other. When a connector earns its place, when it's a plaster, and what happens if you remove the cause.
Everyone knows the revenue on a project. Very few know the margin - because the hours logged and the amount invoiced live in different tools. How to join two numbers you already have, and why the result unsettles most firms.
Nobody consciously chose three systems. They accumulated - each one solved a problem and added a new one. How the typical software stack comes about, where context leaks out of it, and what can be done without a big bang.
Email opens aren't actually measured - what gets measured is an invisible image loading. We explain, without unnecessary technicality, why today's open-rate number is inflated and which metric holds up in its place.
A six-person installation company and four spreadsheets. A model walkthrough of one afternoon: what to put in the prompt, what comes out by itself, what needs adjusting by hand, and what actually changes in the first month.
Documentation, data and communication usually live in three different tools that know nothing about each other. Here's what a workspace looks like when they're connected and share the same context.
Ask what a custom app costs and every supplier answers the same way: it depends. Here's a concrete range for three routes to a business system, what the price is made of, and why it's decided by the three-year total rather than the first invoice.
Task tools are excellent at what they do - they hold a list of work. What they can't answer is who that work is for, what it cost and what comes next. Five questions your task manager can't answer, and what to do about it.
An off-the-shelf CRM is designed for the middle of the market. Your company isn't the middle - so half the modules stay unopened and the things that really matter live in a spreadsheet on the side. How to tell you're paying twice.
Three terms that get mixed up often, but describe different points on the axis between "no code" and "code the AI writes for you." We compare low-code, no-code and vibe coding on concrete criteria.
Writing software was always the cheap part. AI made exactly that part cheaper and left the expensive part untouched. What happens to a generated app over its first year in production, and how to work out in advance who carries it.
Excel for numbers, WhatsApp for quick agreements, email for orders, Zapier to connect them, a separate app for invoicing. We calculated what that kind of split actually costs a company.
AI app builders now turn a single sentence into a usable screen in minutes. What they don't do is everything else - the data, the permissions and the running of it. Here's exactly where the line falls between a prototype and a system your company actually runs on.
Excel is a great tool - until more than one person starts working on the same file. Here are the concrete signals that a spreadsheet has stopped being enough, and exactly what a database app solves differently.
Donors, grants, and financial reporting scattered across spreadsheets and emails are the rule rather than the exception at nonprofits. Here's how to build connected records without a dev team and without a big budget.
A paid helpdesk tool on top of the system a company already has means another account, more login credentials, and another place where context gets lost. Here's how to build a helpdesk directly on top of your own database.
Big CRM systems assume a sales department that a tradesperson or small service business doesn't have. Here's what to actually focus on when choosing a CRM for field work.
No-code means building software from ready-made, visual blocks instead of writing code. We explain how it works under the hood, through the four layers that make up practically every no-code application.
A company's name, address and tax ID already exist in the Czech public registry ARES. Here's how to have them filled in automatically instead of retyping them by hand for every new contact.
You hear 'AI agent' everywhere today, but few people say exactly what that means for company data. We break down what such an agent can really do - and where it should always stop and ask for your permission.
How to design databases, relations, formulas and views in Apexloop so the workspace can handle CRM, projects, invoices and internal processes without dead ends.
A page in Apexloop is not just text. It can contain databases, dashboards, media, QR codes, buttons, shortcuts, print templates and email content.
How to design node-based automations in Apexloop so they are readable, safe and useful for everyday team work.
Rollups in Apexloop are built from relations, filtered view columns and formula cascades. This lets you calculate project or company status from the lowest level of data.
Communication in Apexloop doesn't happen alongside work. Forms create records, emails are mapped to databases, attachments belong in file columns and chat stays with the page or record.
How to create PDF invoices, proposals, protocols, reports and newsletters from Apexloop databases, document pages, placeholders, QR codes and automations.
From enquiry to margin review. How to run jobs so you can answer at any moment what state they're in and what will be left on them - and why most companies know their revenue but not their profit.
Which processes are worth automating, how to find them, how to calculate the return and where the limits are. A guide from first thought to a working rule - with no technical prerequisites.
A guide to choosing a CRM without the marketing phrases - what to settle beforehand, the five questions to ask a supplier, how off-the-shelf and adaptable CRMs differ, and when the cheapest option is to buy nothing.
When it's time to leave spreadsheets, how to work out a budget, how to design a data model and how to migrate without stopping the company for a month. A complete guide to the whole process, from first thought to first month live.
A complete guide to how business applications get built without a developer today - from the basic terms through a comparison of the approaches to the point where no-code stops being enough. A hub for every detailed article on the subject.
Before you hand your company's data to any system, it's worth knowing where your responsibility ends and the provider's begins. We summarize what to ask and what you should be sure of.
Not everyone should see the margin, a client page should stay read-only, and a technician doesn't need to see prices. Here's how to set up who on the team sees and can change what, once and for good.
Vibe coding has AI write code that you have to host, monitor and fix. No-code with AI hands you a finished, managed application right away. We explain the difference and when each one fits.
Moving from shared spreadsheets or note pages to a database app doesn't have to mean losing data or months of work. Here's a practical approach to planning and carrying out the migration without chaos.
A shared spreadsheet for logging hours works fine until more than one person starts writing in it at once. Here's how to have timesheets created automatically right on the task, without manually typing into a shared file.
A new order from an online store, a filled-out form on your website, a payment from a payment gateway - here's how to connect events like these into your system through a webhook, and how to let data out the other way through an API.
An invoice that's created on its own the moment an order is finished - no manually retyping the amount, client or line items. Here's how to put it together from ordinary automation blocks.
A contract expiration, an invoice due date or an approaching order deadline - here's how to build an automation that alerts you ahead of time, not on the day it's already too late.
Still copying the client's name, address and amount into a contract or quote by hand? Here's how to generate documents straight from record data, using a template with placeholders.
An off-the-shelf CRM never quite fits how a company actually works, and custom development is expensive and slow. Here's a practical walkthrough for building a tailored CRM yourself, without writing a single line of code.
Trigger, condition, action - these three building blocks make up practically every no-code automation. A complete introductory guide to how automations work and how to build your first one.
Apexloop is a platform for team collaboration that combines documents, tables, databases and automations into one flexible workspace for teams.
How to set up your first workspace, design databases, connect records, configure views and prepare your team for daily work.
A practical guide to connecting pages, databases, views, records, chat, email and print outputs into a clear system in Apexloop.
Looking for a Caflou alternative? Caflou ships fixed modules for projects, cash flow and CRM. Apexloop lets you assemble the same areas around your own process - your databases, fields and automations. Comparison 2026.
Looking for a v0 alternative? v0 generates excellent interfaces, but the data, rules and permissions underneath are yours to build. Apexloop starts from the data model that the interface belongs to. Comparison 2026.
Looking for a Bolt.new alternative? Bolt is an AI development environment billed by tokens that leaves operations to you. Apexloop includes databases, permissions and hosting in one plan, priced per user. Comparison 2026.
Looking for a Lovable alternative? Lovable generates an app and the source code you then have to host and maintain yourself. Apexloop turns the same description into a system with the database, permissions and operations included. Comparison 2026.
Looking for a Tabidoo alternative? Apexloop adds native email, node-based automations, invoice printing and rich text – everything Tabidoo as a database platform doesn't have. Feature and pricing comparison.
Comparison for companies that want to manage projects, CRM, invoicing and team work, but also need their own databases, deeper relations, documents, email and automations over one data model.
Comparison for companies that want to manage projects, CRM, invoicing and team work, but also need their own databases, deeper relations, documents, email and automations over one data model.
Comparison for companies that want to manage projects, CRM, invoicing and team work, but also need their own databases, deeper relations, documents, email and automations over one data model.
Looking for a 1CLICK alternative? Apexloop offers a modern UI, relational databases and node-based automations without complex setup or an IT administrator. Feature, pricing and migration comparison.
Comparison for companies that want to manage CRM alongside projects, internal processes, documents, email, forms and automated outputs.
Comparison for teams that want to connect documents, databases, automations, email and print output in one operating system.
Looking for a Monday.com alternative? Apexloop offers relational databases, native email, invoice printing – without having to build CRM from scratch like Lego. Comparison 2026.
Comparison for teams that are outgrowing simple task management and want to connect projects with CRM, documents, email, forms and automation.
Looking for a Dynamics 365 alternative? Launch Apexloop yourself in hours, not months. No six-figure implementation, no expensive specialists. Feature, pricing and speed-to-start comparison.
Looking for a ClickUp alternative? Apexloop adds relational databases, native email and invoice printing – everything ClickUp as a project tool doesn't offer. Feature, pricing and migration comparison.
Looking for a Basecamp alternative? Apexloop adds relational databases, node-based automations and invoice printing – everything that deliberately minimalist Basecamp refuses to add. Comparison 2026.
Looking for an Asana alternative? Apexloop adds relational databases, native email and invoice printing – features that Asana as a project tool doesn't offer. Feature and pricing comparison 2026.
