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Armon Dadgar, Hashicorp co-founder, on AI Native DevOps: Can AI shape the future of Autonomous DevOps workloads?

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Manage episode 444403737 series 3585084
תוכן מסופק על ידי Tessl. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Tessl או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Join Guy Podjarny as he sits down with Armon Dadgar, Co-founder of HashiCorp, in this insightful episode of AI Native Dev. Armon shares his expertise on the evolving role of AI in modern infrastructure management, discussing the life cycle of infrastructure, the tools involved, and the potential for AI to automate and streamline these processes. Through this conversation, Armon provides a comprehensive look at the future of AI integration in DevOps, detailing challenges, opportunities, and the skills necessary to thrive in this rapidly changing landscape.

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

  continue reading

62 פרקים

Artwork
iconשתפו
 
Manage episode 444403737 series 3585084
תוכן מסופק על ידי Tessl. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Tessl או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Join Guy Podjarny as he sits down with Armon Dadgar, Co-founder of HashiCorp, in this insightful episode of AI Native Dev. Armon shares his expertise on the evolving role of AI in modern infrastructure management, discussing the life cycle of infrastructure, the tools involved, and the potential for AI to automate and streamline these processes. Through this conversation, Armon provides a comprehensive look at the future of AI integration in DevOps, detailing challenges, opportunities, and the skills necessary to thrive in this rapidly changing landscape.

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

  continue reading

62 פרקים

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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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…
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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…
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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…
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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…
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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…
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow podcast artwork
 
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