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Unlocking the Full Potential of AI Assistants for Developers with Peter Guagenti from Tabnine

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Manage episode 452396076 series 3585084
محتوای ارائه شده توسط Tessl. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Tessl یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

In this podcast episode, Simon Maple and Peter Guagenti explore the evolution, current capabilities, and future potential of AI code assistants like Tabnine. Peter shares extensive experience and insights into how these tools have transitioned from code completion aids to comprehensive assistants throughout the Software Development Life Cycle (SDLC). The discussion also addresses common concerns among developers, such as job security and the accuracy of AI-generated code. Listeners will learn practical tips for leveraging AI tools effectively and hear predictions of AI in software development. Join us as we delve into this fascinating topic with an industry expert.

Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh
Ask us questions: podcast@tessl.io

  continue reading

66 قسمت

Artwork
iconاشتراک گذاری
 
Manage episode 452396076 series 3585084
محتوای ارائه شده توسط Tessl. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Tessl یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

In this podcast episode, Simon Maple and Peter Guagenti explore the evolution, current capabilities, and future potential of AI code assistants like Tabnine. Peter shares extensive experience and insights into how these tools have transitioned from code completion aids to comprehensive assistants throughout the Software Development Life Cycle (SDLC). The discussion also addresses common concerns among developers, such as job security and the accuracy of AI-generated code. Listeners will learn practical tips for leveraging AI tools effectively and hear predictions of AI in software development. Join us as we delve into this fascinating topic with an industry expert.

Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh
Ask us questions: podcast@tessl.io

  continue reading

66 قسمت

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With AI adoption surging across orgs, Justin Reock, CTO at DX, joins Simon Maple to break down the difference between meaningful integration and just chasing trends. They also get into: • two levers of velocity: quality and maintainability. • why measuring real AI impact starts with knowing who’s using it and how • how AI supercharges developer productivity across the SDLC AI Native Dev, powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Curated Resource of the Week: https://ainativedev.co/1ij Connect with us here: 1. Justin Reock- https://www.linkedin.com/in/justinreock/ 2. Simon Maple- https://www.linkedin.com/in/simonmaple/ 3. Tessl- https://www.linkedin.com/company/tesslio/ 4. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
In this compilation, Olivier Pomel (Datadog), Mati Staniszewski (ElevenLabs), and Victor Riparbelli (Synthesia) join Guy Podjarny to unpack what it takes to build category defining products in the AI native era. On the docket: • why root cause detection felt like sci-fi a few years ago, and what’s changed • the early challenges ElevenLabs faced as an audio first AI company • how Synthesia got Mark Cuban to invest in them AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: 1. Olivier Pomel- https://www.linkedin.com/in/olivierpomel/ 2. Mati Staniszewski- https://www.linkedin.com/in/matiii/ 3. Victor Riparbelli- https://www.linkedin.com/in/victorriparbelli/ 4. Guy Podjarny- https://www.linkedin.com/in/guypo/ 5. Tessl- https://www.linkedin.com/company/tesslio/ 6. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
Jonathan Schneider , co-founder and CEO of Moderne , joins Simon Maple to share how real engineering teams are using Moderne’s rewrite engine to reduce technical debt at the source, and drive org-wide transformation. On the docket: the hard limit LLMs can’t scale past why OpenRewrite uses a declarative framework the real challenge: accessing the compiler’s truth AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: 1. Jonathan Schneider- https://www.linkedin.com/in/jonkschneider/ 2. Simon Maple- https://www.linkedin.com/in/simonmaple/ 3. Tessl- https://www.linkedin.com/company/tesslio/ 4. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
Patrick Debois , the mind behind “DevOps,” joins Simon Maple to unpack the system-level shifts AI is driving across software engineering, drawn from what he saw firsthand at the AI Engineer’s World Fair. They also get into: • how inconsistent codebases confuse AI • why running agents locally is becoming obsolete • inside OpenAI’s concept of “model specs” AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Read Patrick Debois’s full article here: https://ainativedev.co/0p3 Connect with us here: 1. Patrick Debois- https://www.linkedin.com/in/patrickdebois/ 2. Simon Maple- https://www.linkedin.com/in/simonmaple/ 3. Tessl- https://www.linkedin.com/company/tesslio/ 4. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ (00:00) Trailer (01:03) Introduction (02:57) AI Engineering World Fair: Conference Overview (07:38) Seven Key Lessons from the Fair (08:51) AI Coding Agents Everywhere (11:14) Evolving AI Dev Tool Practices (12:23) Specs as the New Code (15:00) Agents Running in the Cloud (24:00) Parallel Agent Execution (36:58) CI/CD Shifting Left (40:55) AI Productivity Multipliers (47:15) Outro Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
Michael Hunger of Neo4j, joins Simon Maple to unpack how graph databases inject structure, intent, and traceability into modern AI systems. On the docket: why relationships in data encode intent the black-box problem in vector based RAG why devs should build their own MCP server AI Native Dev, powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: Michael Hunger- https://www.linkedin.com/in/jexpde/ Simon Maple- https://www.linkedin.com/in/simonmaple/ Tessl- https://www.linkedin.com/company/tesslio/ AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ (00:00) Trailer (01:03) Introduction & Neo4j Origins (03:02) Persisting Relationships for High-Performance Queries (04:00) Modeling Business Intent & Key Use Cases (05:00) Fraud Detection at Scale with Graph Algorithms (06:11) Graph-Enhanced RAG vs. Vector-Only Retrieval (09:02) Explainability & Drill-Down Evaluation in RAG (13:05) Fusing Structured & Unstructured Data for Context (15:00) MCP for Developer Productivity: Schema-to-Code & API Wrapping (21:16) Security & Sandboxing Best Practices for MCP (29:08) MCP Server Recommendations & Outro Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
Baruch Sadogursky, Head of Developer Relations at TuxCare, joins Simon Maple to explore why automated integrity needs to be built in before we rely on AI outputs. On the docket: the difference between specs and tests why PMs sidelined specs the "intent-integrity gap" between human goals and LLM outputs the non-determinism of LLMs as a feature, not a flaw Baruch’s belief: devs are not going anywhere AI Native Dev, powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: 1. Baruch Sadogursky- https://www.linkedin.com/in/jbaruch/ 2. Simon Maple- https://www.linkedin.com/in/simonmaple/ 3. Tessl- https://www.linkedin.com/company/tesslio/ 4. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
Can LLMs replace structured systems to scale enterprises? Jason Ganz, Senior Manager DX at dbt Labs , joins Simon Maple to unpack why, despite the rapid rise of AI systems, enterprises still rely on structured data for consistency and reliable decision making. They also discuss: the invisible edge cases LLMs can’t see difference between software engineering and data engineering in AI the mismatch between AI output and business logic what the data engineer of the future actually does AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: 1. Jason Ganz (LinkedIn)- https://www.linkedin.com/in/jasnonaz/ 2. Jason Ganz (X)- https://x.com/jasnonaz 3. dbt Labs- https://www.getdbt.com/ 4. dbt Fusion engine- https://www.getdbt.com/product/fusion 5. dbt Community- https://www.getdbt.com/community 6. Simon Maple- https://www.linkedin.com/in/simonmaple/ 7. Tessl- https://www.linkedin.com/company/tesslio/ 8. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ 00:00 Trailer 01:01 Introduction 01:41 dbt Labs 04:39 Data engineers 07:39 LLMs understanding 13:15 AI isn’t as lazy as humans 15:29 Problem: the scaffolding to get data 17:38 Best contextual results 19:40 Dealing with security 25:00 Structured data 27:37 Problems with LLMs and data 29:47 Exact numbers 32:10 Hallucinations 34:28 Human validation 36:20 MCP servers 39:09 UX bottlenecks 42:27 Quality of data 44:00 The future of data engineers 47:02 getdbt.com 48:09 Outro Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
In this episode of AI Native Dev, Guy Podjarny and Danny Allan unpack how security has reduced just to a concern from a roadblock for devs. On the docket: why 80% of Snyk ’s enterprise customers are actively using AI tools navigating security risks of today and tomorrow the recurring flaw in every new stack why more code means more vulnerabilities AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: Danny Allan- https://www.linkedin.com/in/dannyallan/ Guy Podjarny- https://www.linkedin.com/in/guypo/ Tessl- https://www.linkedin.com/company/tesslio/ AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
In this episode of AI Native Dev, Guy Podjarny is joined by Victor Riparbelli , Co-founder and CEO of Synthesia , who is leading the charge towards AI driven video that lets anyone become a video creation pro with no prior field experience. On the docket: • how Synthesia enables full video editability even after generation • Victor’s vision for fully coded videos that enable personalized, customizable viewing • Victor’s belief that future generations will prefer visuals over any kind of text AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: 1. Victor Riparbelli- https://www.linkedin.com/in/victorriparbelli/ 2. Guy Podjarny- https://www.linkedin.com/in/guypo/ 3. Tessl- https://www.linkedin.com/company/tesslio/ 4. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
From early IntelliJ user to JetBrains advocate, Anton Arhipov continues his conversation with Simon Maple and Baptiste Fernandez on AI Native Dev, tracing his journey through tools, trends, and the changing face of developer experience. On the docket: • how IntelliJ responds to new tools in the market • understanding the pros and cons of tab-driven development for devs • why tools will need to get better in PR workflows • ZeroTurnaround’s Java reloading that ended JVM restarts • the four must-know IntelliJ plugins for every developer AI Native Dev, powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: 1. Anton Arhipov- https://www.linkedin.com/in/antonarhipov/ 2. Simon Maple- https://www.linkedin.com/in/simonmaple/ 3. Baptiste Fernandez - https://www.linkedin.com/in/baptiste-fernandez-0a958630/ 4. Tessl- https://www.linkedin.com/company/tesslio/ 5. AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
What happens when the OG Spring Dev, Josh Long , teams up with Simon Maple on AI Native Dev? You get a front row seat to them building a Spring powered app that showcases the future of AI integration. While building the app, they discuss: why developers are adopting Spring AI how Spring is becoming the go-to for AI engineering why companies route users from humans to IVRs understanding model context protocol AI Native Dev , powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: Josh Long- https://www.linkedin.com/in/joshlong/ Simon Maple- https://www.linkedin.com/in/simonmaple/ Tessl- https://www.linkedin.com/company/tesslio/ AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
In this episode, our founder and CEO, Guy Podjarny speaks with Ron Efroni, CEO of Flox and President of the NixOS Foundation, about advancing AI from experimental phases to robust, production-ready environments. Flox optimizes reproducible environments, Nix provides the foundation, and Ron Efroni is uniting them to scale enterprise development. On the docket: the value proposition of using "environment as code" exploring a future of specialized AI agents in a connected ecosystem. grasping how to layer MCP over environments, and AI to be more deterministic, or should we adapt to it? About Us: AI Native Dev, powered by Tessl and our global dev community, is your go-to podcast for solutions in software development in the age of AI. Tune in as we engage with engineers, founders, and open-source innovators to talk all things AI, security, and development. Connect with us here: Ron Efroni- https://www.linkedin.com/in/ronefroni/ Guy Podjarny- https://www.linkedin.com/in/guypo/ Tessl- https://www.linkedin.com/company/tesslio/ AI Native Dev- https://www.linkedin.com/showcase/ai-native-dev/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
Simon Maple and Joe Holdcroft swap their AI-generated apps and put Cursor and Windsurf to the test by adding natural disasters like earthquakes and lightning strikes. Discover how AI coding tools handle randomness, spreading effects, animation, and bugs—plus the devs’ thoughts on debugging AI-generated code. Subscribe for deep dives into modern dev workflows and AI-powered coding experiments. Watch the episode on YouTube: https://youtu.be/dzXGY8YUx-8 Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
In this hands-on episode of AI Native Dev , Simon Maple and Joe Holdcroft go head-to-head in a “vibe coding relay” challenge—building a tiny town simulator from scratch using AI-powered dev tools BASE44 and Bolt.new. With only 10 minutes, vague prompts, and no prep, they put these rapid-prototyping tools to the test. Simon leans into SimCity nostalgia while Joe battles ghost-town bugs and infinite money glitches. Hosted by Macey Baker, the episode dives deep into AI-assisted UI generation, event simulation, and how far these tools can really go with minimal human input. Part 2 continues next week with Cursor and Windsurf as Simon and Joe swap codebases to iterate on each other’s AI-born towns. Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
In this episode, Simon Maple converses with Gal Kleinman, co-founder of Traceloop, to delve into the realm of LLM observability. Kleinman shares his expertise on constructing evaluation suites and overcoming the challenges associated with LLM applications. Learn about innovative solutions like Open LLMetry and gain insights into best practices for maintaining robust observability systems. Subscribe to the AI Native Developer podcast for more insights on AI and development. Watch the episode on YouTube: https://youtu.be/TD-wjNStTVM Check out Traceloop: https://www.traceloop.com/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
 
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