iiinova — where your digital self keeps evolving

Leapter @leapter.bsky.social · 22/01/2026

Agents should orchestrate. Deterministic tools should decide. We wrote up a practical workflow: generate a spec, review the logic visually, test boundary cases, then export into n8n, MCP, API, or code. www.leapter.com/post/determi...

Graphic titled “Deterministic tools for AI agents.” Steps include: identify a high value decision, define the spec, make logic visible, involve domain experts, version tools, build in Leapter, test with real data and edge cases, then export into n8n, MCP, API, or code.

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Leapter @leapter.bsky.social · 14/01/2026

Speed is fine for prototypes. In production, speed without understanding is a liability. www.leapter.com/post/ai-help...

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Leapter @leapter.bsky.social · 08/01/2026

If vibe coding lets anyone generate code, the bottleneck is understanding it. Human-verifiable logic = visual + deterministic + executable: inspect every branch, run test inputs, then publish it as a tool. www.leapter.com/post/what-do...

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Leapter @leapter.bsky.social · 06/01/2026

We don’t need more black boxes that ship “something” and then make engineers clean up the consequences. Keeping humans in the loop means the logic stays visible and testable: inspect the rules, verify the behavior, ship with confidence. www.leapter.com/post/mind-th...

White background graphic with large black headline on the left: ‘Keeping humans in the loop.’ Below, two short paragraphs read: ‘We don’t need more black boxes that ship “something” and then ask engineers to clean up the consequences. We need a glass box: logic you can see, reason about, and agree on as a team.’ and ‘Keeping humans in the loop means AI can propose solutions, but humans can verify the rules. The output stays auditable, repeatable, and collaborative, not a magic trick you’re forced to trust.’ On the right side are stacked purple-to-pink gradient squares, plus a small pixel-like icon in the bottom right.

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Leapter @leapter.bsky.social · 05/01/2026

Welcome to 2026: the hype correction is a feature, not a bug. LLMs generate code fast. But logic still has to be owned, inspected, tested, repeatable. If an agent ships what you can’t verify, you didn’t gain speed. You moved the cost into review, incidents, rework. Link in first comment. 🔗

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Leapter @leapter.bsky.social · 15/12/2025

“You can’t trust what you didn’t validate. And you shouldn’t have to.” AI-generated code can run and still be wrong. When logic is opaque, teams pay the review tax. Leapter makes logic visible first — so humans can verify it before it becomes code. www.leapter.com/post/mind-th...

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Leapter @leapter.bsky.social · 30/09/2025

Big leaps in software come from clarity, not just code. 🐸 Leapter makes business logic visual & verifiable—so teams can trust what they ship.

A close-up photo of a green frog perched on a leaf. The frog is looking directly at the camera, symbolizing a clear leap forward — used here as a visual metaphor for Leapter’s mission to bring clarity and trust into software development.

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Leapter @leapter.bsky.social · 24/09/2025

The myth of AI code gen: 🚫 Hallucinations aren’t going away 🚫 “Faster” now means slower later in validation At Leapter, trust comes first: visible, verifiable blueprints → production code. 🎥 Oliver Welte explains.

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Leapter @leapter.bsky.social · 18/09/2025

“Humans in the loop” shouldn’t just mean devs cleaning up AI code. At Leapter, we make it possible for domain experts to validate the logic, too—because they own the intent.

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Leapter @leapter.bsky.social · 11/09/2025

Every startup begins with a moment of clarity. ✨ For Robert Werner & Oliver Welte, it was realizing AI code tools promised magic—but left teams with mistrust. Leapter isn’t another code generator. It’s a visual, AI-native way to turn intent into systems teams can trust.

Leapter co-founders Robert Werner and Oliver Welte standing together, smiling. They are dressed in business casual clothing, with a clean background, highlighting them as the team behind Leapter.

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Leapter @leapter.bsky.social · 09/09/2025

When our investor Frank Stummer was asked what stood out about Leapter, his answer was clear: market need + security by design. With Leapter, trust and security aren’t bolted on later; they’re built in from the start. 🎥 Watch the clip #AI #TrustInAI #CyberSecurity

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Leapter @leapter.bsky.social · 04/09/2025

“Prompt and pray” coding fails when no one owns the result. Leapter makes system logic visual and shared so teams can trust what they build.

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Leapter @leapter.bsky.social · 01/09/2025

Every handoff in software development adds drift. By the time it ships, the feature may be technically correct, but wrong in practice. That’s the translation tax. Leapter makes the logic visible and shared so teams build faster, with confidence. 🔗 Blog: www.leapter.com/who-owns-the...

Three Leapter team members sit closely around two laptops, discussing and pointing at code and documentation on the screens during a collaborative working session.

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Leapter @leapter.bsky.social · 29/08/2025

Oliver Welte on why big companies hesitate with GenAI code: it’s about trust. LLMs can’t guarantee quality. Enterprises need humans in the loop. At Leapter, we make AI logic visual + verifiable so teams can trust what they ship. 🎥 #AI #SoftwareDevelopment

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Leapter @leapter.bsky.social · 27/08/2025

AI won’t close the trust gap on its own. Teams will––by demanding transparency, collaboration, and verifiable logic. Leapter turns the black box into a glass box: systems you can understand and trust. #AI #SoftwareDevelopment #Leapter

The Leapter team stands in a close huddle, arms around each other, wearing matching navy shirts that read “One Giant Leap.” Photographed from above, the group forms a circle symbolizing unity and collaboration.

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Leapter @leapter.bsky.social · 25/08/2025

AI code often looks elegant, but a hidden error can cost teams time and trust. Robert Werner shares why validation is today’s biggest challenge, and how Leapter helps teams spot issues earlier. #AI #SoftwareDevelopment #TrustInAI

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Leapter @leapter.bsky.social · 18/08/2025

“Security by design—that’s what stood out.” Investor Frank Stummer on why Leapter matters: 🔹 See the logic early 🔹 Validate with humans 🔹 Build trust in from the start 🎥 Watch his take 👇 #AI #Cybersecurity #Leapter

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Leapter @leapter.bsky.social · 11/08/2025

Some AI mistakes don’t throw errors; they quietly break things. 🫠 Robert Werner calls them logical hallucinations: flaws in elegant code that are easy to miss and costly to fix. 🎥 Why they’re dangerous + how to spot them 👇 #AI #TrustInAI #LLM #Leapter

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Leapter @leapter.bsky.social · 08/08/2025

In our founding story, Robert Werner shares why clarity and collaboration—not just faster code—are at the heart of what we’re building. 🚀 📖 Read the full story: www.leapter.com/from-idea-to... #AI #SoftwareDevelopment #TrustInAI #Leapter #Founders #EnterpriseSoftware

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Leapter @leapter.bsky.social · 04/08/2025

What impressed AWS’s Phil Le-Brun most about Leapter? Not the tech (though that helps). The team. Their experience, scars, and clarity of mission. In this short clip, he explains why who builds it matters as much as what gets built. Watch here ↓ #AI #SoftwareDevelopment #TrustInAI #AWS #Leapter

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Leapter @leapter.bsky.social · 01/08/2025

Two big #GenAI myths: ❌ Hallucinations are decreasing ❌ AI makes dev faster Leapter Co-Founder Oliver Welte says both are wrong—and costly. The real bottleneck? Not writing code. ✨ Verifying it. ✨ 🎬 Watch the clip + tell us if this hits home. #AI #Leapter

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Leapter @leapter.bsky.social · 28/07/2025

“Keep humans in the loop.” But…which humans? 🤔 Co-Founder Robert Werner asks: what if the person with the intent—not just the developer—validated the output? Let domain experts see, shape, and trust what gets built. 🎥 Watch the clip 👇 #AI #Leapter #HumanInTheLoop #TrustInAI

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Leapter @leapter.bsky.social · 25/07/2025

“The next natural step is finding that early adopter.” 🔍 Phil Le-Brun (#AWS + investor) shares what impressed him most about Leapter and what needs to happen next. ✅ Transparent logic ✅ Verifiable systems 🎥 Watch the clip 👇 📬 Let’s talk #Leapter #AI #TrustInAI

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Leapter @leapter.bsky.social · 21/07/2025

One giant leap…and one unforgettable night. 🐸✨ This team is building AI you can actually understand: visual, verifiable, and human-first. Not just faster. Smarter. Thanks to everyone who’s been part of the journey. #Leapter #AI #OneGiantLeap #TrustInAI

Eight people in matching “ONE GIANT LEAP” shirts smile together at a team event. One holds a green frog plush.

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Leapter @leapter.bsky.social · 18/07/2025

AI speeds things up…until you hit the validation trap. 😬 Instead of focusing on architecture, teams spend time verifying AI’s code. At Leapter, we flip that. Structured, visual logic you can trust. 🎬 Oliver Welte explains. #AI #TrustInAI #Leapter

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Leapter @leapter.bsky.social · 14/07/2025

What a week. What a team. What a community. Huge thanks to everyone who came out for Leapter at #WeAreDevelopers. Your energy, questions, and support made it real. And yes, we really all wore the shirts. 🐸 📸 by @birthmarkbart.bsky.social

A group photo of the Leapter team at the WeAreDevelopers event. Nine team members are smiling and wearing matching black t-shirts that read “ONE GIANT LEAP”. They are gathered indoors in a warmly lit room, with a mix of standing and crouching poses, clearly celebrating together.

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Leapter @leapter.bsky.social · 11/07/2025

Why does “vibe coding” fail in serious teams? Because someone has to own the code. No owner means future pain. In this clip, Robert Werner explains why prompt-and-pray always catches up with you. #AI #SoftwareDevelopment #TrustInAI #Leapter

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Leapter @leapter.bsky.social · 10/07/2025

What a night. Our first public Leapter demo at BRLO Berlin—and wow, it landed. We showed our product working (no mocks, no tricks). The packed room? They really understood why speed without trust isn’t enough. Here’s a quick look back. #AI #SoftwareDevelopment #TrustInAI #Leapter #WeAreDevelopers

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Leapter @leapter.bsky.social · 07/07/2025

At #WeAreDevelopers this week? Find us at Booth AS_14 (Hall CityCube). See how Leapter turns ideas into trusted, visual software...fast. ✅ Explainable logic ✅ Human-verifiable AI ✅ No black boxes 📍 Map: www.wearedevelopers.com/world-congre... #AI #DevTools #Leapter

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Leapter @leapter.bsky.social · 05/07/2025

LLMs generate code fast, but can you trust it? “LLMs are probabilistic. You can’t guarantee quality without humans in the loop,” says Leapter Co-Founder Oliver Welte. Trust isn’t optional. It’s essential. #AI #DevTools #Leapter

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Leapter @leapter.bsky.social · 04/07/2025

AI writing code? Table stakes. But what happens when all your code is AI-generated? At #WeAreDevelopers, Robert Werner from Leapter shares why: ✅ Visual, auditable systems ✅ Built for trust, not speed Don’t ship tomorrow’s legacy. Thu, 1:25 pm, Stage 8 📍 www.wearedevelopers.com/world-congre...

Promotional graphic for WeAreDevelopers World Congress, held July 9–11, 2025, in Berlin. The event is described as “The World’s Leading Event for Developers & Tech Leaders.” Featured prominently is a photo of Robert Werner, identified as Leapter CTO and Founder. The design uses a black background with bright gradient accents in purple, pink, and red.

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Leapter @leapter.bsky.social · 03/07/2025

AI writes code. But can we trust it? Join us July 9 in Berlin for One Giant Leap—food, drinks & blunt talk on AI & software. Speakers from AWS, Leapter & more. 📍 BRLO Charlottenburg 🍻 A WeAreDevelopers fringe event Free, limited seats: lnkd.in/emDtVhxk #AI #SoftwareDev #BerlinTech #Leapter

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Leapter @leapter.bsky.social · 03/07/2025

🚀 Speed is great—until you’re debugging AI’s “almost right” logic at 2 AM. We wrote about the trust gap: www.leapter.com/mind-the-gap... Where’s your line between helpful autocomplete and hidden risk? #AI #DevTools #SoftwareDevelopment #TrustInAI #Leapter

Promotional graphic from Leapter titled “Mind the Gap: Why We Don’t Trust AI-Generated Code (Yet).” The image shows two people working at a table with a laptop, notebook, and calculator. The text encourages readers to learn more about the challenges of trusting AI-generated code, with a red button labeled “Read More.” Website URL at the bottom: leapter.com.

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Leapter @leapter.bsky.social · 02/07/2025

The biggest time sink in AI dev? Code that looks right but isn’t. LLMs can fool you with clean output full of subtle errors. Leapter doesn’t just generate code—we generate clarity. ✅ Human-readable ✅ Auditable ✅ Built for real teams #AI #devtools #LLM

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