Why Developers Hit a Wall at 4 AI Agents

Why Developers Hit a Wall at 4 AI Agents

Author: Tessl June 2, 2026 Duration: 48:23
Engineering teams are shipping twice as many pull requests with AI — but merge rates on AI-generated PRs have dropped from 80% to 60%. Nick Arcolano, Head of AI & Research at Jellyfish, sits on one of the most comprehensive datasets in the industry: 250,000 developers, 40 million data points, monthly benchmarks on real agentic coding adoption across enterprise companies. What he's seeing in that data is both more promising and more complicated than the headlines suggest. What ...

Hosted by Guy Podjarny and Simon Maple, The AI Native Dev-from Copilot today to AI Native Software Development tomorrow is a conversation about the profound shift happening right now in how software is created. This isn't just another tech show about using the latest AI tool; it's a deep, ongoing exploration of what it means to build software in an age where artificial intelligence is a fundamental partner. Each episode unpacks the practical realities and the long-term implications of this transition, moving beyond today's assistive copilots to imagine the workflows, team structures, and architectural decisions of a fully AI-native future. For developers and engineering leaders who feel both the excitement and the uncertainty of this moment, the podcast offers grounded discussions, expert insights, and forward-thinking analysis. You'll hear concrete examples of AI's current impact on coding practices alongside speculative, thoughtful debates about where this all might lead. The dialogue is shaped by a genuine curiosity about how we can actively guide this transformation rather than just react to it. Tune in for a nuanced perspective that treats AI not as a simple productivity hack, but as the core of a new development paradigm that is still being written. This Tessl production provides a essential space for anyone invested in the craft of building software to understand and help shape what comes next.
Author: Language: en-us Episodes: 100

The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
Podcast Episodes
What Developers Need To Know About Agents Before 2026 [not-audio_url] [/not-audio_url]

Duration: 47:20
2025 changed what it means to be a developer. And 2026 is about to change even more. This Tessl episode brings a year-end reflection on how agents reshaped software development and what developers need to unlearn next, f…
Why Faster AI Development Often Increases Rework | Cian Clarke [not-audio_url] [/not-audio_url]

Duration: 54:37
Vibe coding is only good at creating a sense of progress for devs. In this episode of AI Native Dev, Cian Clarke, head of AI at Nearform, joins Simon Maple to talk about BMAD, their spec-driven approach that prioritizes…
Building an AI Agent in 100 Lines of Code | Yaniv Aknin [not-audio_url] [/not-audio_url]

Duration: 43:14
Before you add context, understand the context that’s already there. In this episode, Yaniv Aknin, founding engineer at Tessl, explains the built in instructions that precede every user prompt, and why acknowledging that…
How New Libraries Saw a 50% Improvement | Maria Gorinova [not-audio_url] [/not-audio_url]

Duration: 41:30
We’re holding probabilistic systems to deterministic standards. In this episode of AI Native Dev, Simon Maple talks with Maria Gorinova, Member of Technical Staff at Tessl, about the mismatch between how developers expec…
Agent Experience Is the New Developer Experience | Sean Roberts [not-audio_url] [/not-audio_url]

Duration: 30:34
Your codebase already has AI contributors. If they don’t understand it, that’s on you. In this segment from AI Native DevCon, Sean Roberts, VP of Applied AI at Netlify, explains why agent experience is, in fact, an exten…
What Holds Devs Back From Multi-Agent Thinking | Guy Podjarny [not-audio_url] [/not-audio_url]

Duration: 33:50
LLMs don’t get smarter when you dump everything into context, they get distracted. At AI-Native DevCon, Guy Podjarny unpacks the evolution of AI augmented development, and how devs can get the most from current tools. On…
The Hidden Vulnerabilities Behind AI Code | René Brandel [not-audio_url] [/not-audio_url]

Duration: 1:01:37
If software can improve autonomously, why shouldn’t security? On this episode of AI Native Dev, René Brandel, founder and CEO of Casco, explores how upfront specs enable reliable agent generated software, and how that sa…
What Developers Can Build Next With AI [not-audio_url] [/not-audio_url]

Duration: 1:09:47
In this compilation, Simon Maple brings together Baruch Sadogursky (TuxCare), Liran Tal (Snyk), Alex Gavrilescu (Greentube), and Josh Long (Broadcom) to break down where AI-assisted development fails, and what teams must…
Claude, TypingMind, AMP & MCP Servers: The Future Dev [not-audio_url] [/not-audio_url]

Duration: 53:16
How do you give an agent the same visibility a human developer has, without giving it full control? Alan Pope, Senior Developer Advocate at Tessl, explains how Model Context Protocols (MCPs) give AI agents structured acc…