Did Claude Code actually replace Cursor inside real teams?

At Lemlist, developers were initially given Cursor and used it mostly for simple code completions. Tech management then issued Claude Code licenses to all devs, and the speaker describes a resulting drop in product — i.e., a shift in how engineering work was done away from completion-style tooling toward an agentic loop. This is presented as a leadership-driven move, not bottom-up adoption.

Why are teams choosing Claude Cowork over ChatGPT for non-developers?

ScorePlay uses ChatGPT a lot but moved non-developers to Claude Cowork because the connection from ChatGPT to existing tools was "just not strong enough." The team splits the surface by role: developers get Claude Code, everyone else gets Cowork. They adopted Cowork around its launch without much internal debate, because the integration story made it a clearer fit than ChatGPT or n8n-style workflow tools.

How long does it take a team to get productive on Claude Code?

Operators describe a roughly two-week barrier: Claude Code is powerful but feels overwhelming, and the CLI is not very accessible to non-technical people. Once past that, MCP integration means you can connect to almost anything. In codebases with significant legacy, there is an additional learning curve, and Lemlist has a developer working almost full-time on the Claude Code setup — skills, rules, and subagents — to make it efficient in their environment.

Is the ROI of moving to Claude Code measurable yet?

Honestly, not cleanly. Anchor's founder says it is very hard to measure ROI and that it is still early, but frames continued investment as a long-term bet because models keep getting smarter and automation keeps getting easier. Qualitative signals are stronger: Truffle reports incredible acceleration after doubling down with their dev team, and feature tickets in their cloud.ai project now take a couple of minutes to log.

Replacing SaaS Licenses with Claude Code: What Teams Are Actually Cutting in 2026

Which SaaS tools are being replaced by Claude Code?

The clearest replacement pattern is around small, single-purpose prosumer SaaS. As one operator puts it, software for prosumers, founders, or very small teams is highly likely to be replaced by a good agentic loop with a chat connected to the right capabilities.

Prosumer and one-person SaaS — replaced by a chat plus the right plugins and capabilities.
Code-completion tools like Cursor — at Lemlist, devs moved from Cursor (used mostly for simple code completions) to Claude Code licenses across the team.
Workflow tools like n8n and standalone ChatGPT — ScorePlay moved to Claude Cowork because the connection from ChatGPT to existing tools was "just not strong enough."

See also our sibling piece on unbundling SaaS to expose product capabilities for how vendors are responding.

How much can a company save by moving to agentic loops?

Hard ROI numbers are still early. One founder running micro-VMs with Claude Code and the Agent SDK admits it is very hard to measure the ROI and that there is more to prove — but frames continued investment as a long-term bet because the models keep getting smarter.

The qualitative signals are stronger:

At Lemlist, giving Claude Code licenses to all devs produced a measurable drop in product (the speaker describes the shift away from Cursor-style completions toward agentic work).
Truffle reports an incredible acceleration after doubling down on Claude Code with the dev team about a month in, with feature tickets logged in a couple of minutes inside a claude.ai project.
ScorePlay aims to have AI do 90%, with rules around the rest and humans handling true exceptions until a rule can be written.

“everything that wasn't emote is sort of diminishing much, much faster than it used to. So everything is like on steroids”

— Idan · Business AI Explained @ 16:42

Will prosumer SaaS survive the agentic shift?

The operator view is that the foundations of SaaS defensibility have not changed, but the margin for undifferentiated tools has collapsed. As Anchor's founder puts it, everything that wasn't moat is sort of diminishing much, much faster than it used to — everything is on steroids.

That has two consequences for prosumer SaaS:

UIs designed for humans to do work themselves are being reframed as UIs where humans review what an agent has done — a shift in how features and UIs are built.
Vendors like Lemlist are explicitly unbundling their capabilities (lead lists, enrichment, warm-up, sending, follow-ups, triggering calls) to make them accessible to agentic systems rather than only to human users in a UI.

“every conversation conversation that I have now since we're in 2026 is around cloud code, and everyone is moving away from paying licenses”

— Vladimir · Business AI Explained @ 10:28

What does it actually take to cut SaaS licenses and move to Claude Code?

Operators consistently describe this as a people and organization problem more than a tooling problem. Lemlist's experience: leadership had to create the conditions for teams to adopt agentic workflows, which required sponsorship and resilience because it challenged existing habits and processes.

Cross the two-week barrier. Claude Code can feel overwhelming and intimidating for non-technical users because of the CLI, but once past that, integration via MCP unlocks almost anything.
Invest in setup. Lemlist now has a developer working almost full-time on the Claude Code setup — the file system of skills, rules, and subagents — so it behaves well in a large legacy codebase.
Split the surface by role. ScorePlay gives developers Claude Code and the rest of the team Claude Cowork, which they adopted because the connection to existing tools was stronger than ChatGPT's.
Run non-local. Anchor spins up micro-VMs with Claude Code or the Agent SDK on top, avoiding anything local so it can scale and run any time.

Frequently asked questions.

What kinds of SaaS are most exposed to Claude Code replacement?: Small, single-purpose tools — software for prosumers, founders, and very small teams — are the most exposed. The operator view is that these are highly likely to be replaced by a good agentic loop with a chat connected to the right capabilities through plugins. Larger platforms are responding by unbundling their capabilities so agentic systems can call them directly, rather than only exposing them through a human-facing UI.
Did Claude Code actually replace Cursor inside real teams?: At Lemlist, developers were initially given Cursor and used it mostly for simple code completions. Tech management then issued Claude Code licenses to all devs, and the speaker describes a resulting drop in product — i.e., a shift in how engineering work was done away from completion-style tooling toward an agentic loop. This is presented as a leadership-driven move, not bottom-up adoption.
Why are teams choosing Claude Cowork over ChatGPT for non-developers?: ScorePlay uses ChatGPT a lot but moved non-developers to Claude Cowork because the connection from ChatGPT to existing tools was "just not strong enough." The team splits the surface by role: developers get Claude Code, everyone else gets Cowork. They adopted Cowork around its launch without much internal debate, because the integration story made it a clearer fit than ChatGPT or n8n-style workflow tools.
How long does it take a team to get productive on Claude Code?: Operators describe a roughly two-week barrier: Claude Code is powerful but feels overwhelming, and the CLI is not very accessible to non-technical people. Once past that, MCP integration means you can connect to almost anything. In codebases with significant legacy, there is an additional learning curve, and Lemlist has a developer working almost full-time on the Claude Code setup — skills, rules, and subagents — to make it efficient in their environment.
Is the ROI of moving to Claude Code measurable yet?: Honestly, not cleanly. Anchor's founder says it is very hard to measure ROI and that it is still early, but frames continued investment as a long-term bet because models keep getting smarter and automation keeps getting easier. Qualitative signals are stronger: Truffle reports incredible acceleration after doubling down with their dev team, and feature tickets in their cloud.ai project now take a couple of minutes to log.
Is replacing SaaS with Claude Code a tooling decision or an organizational one?: Operators frame it as primarily a people and organization question, not a tooling one. Lemlist leadership had to actively create the conditions for teams to work this way, which required sponsorship and resilience because it challenged existing habits and processes. Without that top-level sponsorship, the speaker says it is not really possible to move forward — the friction from changing how people work is real and has to be absorbed.