Data & AI Podcast from Mesh-AI
Mesh-AI
A podcast that explores the developments, insights and trends across data, AI and the technology that powers it. Join the Mesh-AI team and special guests as they delve into the latest news and discuss the challenges on how enterprises are reimagining how they use data and AI to benefit their customers. Whether you're an experienced practitioner or just wanting to find out more about this constantly changing space, our podcast has something for everyone.
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Categorieën: Technologie
Luister naar de laatste aflevering:
In this episode of the Data & AI Podcast, host Alex Juarez, Director of Engineering at Mesh-AI, is joined by Elliot Budd (Lead AI Engineer), Millie Wan Marriott (Data Engineer), and Maartens Lourens (Principal AI Engineer) for a deep dive into the rapidly evolving world of AI-assisted coding.
The team explores how AI coding tools have transformed from basic autocomplete suggestions to sophisticated development partners - and what that means for the future of software engineering. From the early days of GitHub Copilot to today's agentic coding systems, they discuss the trust, limitations, and best practices that are shaping how developers work alongside AI.
This episode covers:
- The evolution from autocomplete to agentic coding systems
- Why trust is the critical factor in adopting AI coding tools
- The gap between "vibe coding" and proper engineering practices
- Current limitations: context management, hallucinations, and when AI changes the wrong code
- Emerging best practices and the concept of "guardrail engineering"
- What junior developers need to learn in an AI-assisted world
- The future of verification, testing, and developer satisfaction
Whether you're sceptical about AI coding tools or already using them daily, this conversation offers honest insights into what works, what doesn't, and where the industry is headed.
"Developer satisfaction is at an all-time high with these tools. If five years ago it took you a week to build an API, and now you can do it in an hour - that's really satisfying."
Hosted on Acast. See acast.com/privacy for more information.
Vorige afleveringen
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20 - AI-Assisted Coding: From Autocomplete to Autonomous AgentsThu, 15 Jan 2026 - 0h
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19 - Engineering for ResilienceWed, 01 Oct 2025
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18 - Operationalising AI in Financial ServicesThu, 04 Sep 2025 - 0h
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17 - Data Chaos to Data Culture: How Financial Services Can Build Foundations That LastThu, 10 Jul 2025 - 0h
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16 - AI Transformation – A Partner Perspective on Avoiding Failure and Driving SuccessMon, 09 Jun 2025 - 0h
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15 - The UK's Clean Power Mission – How to Accelerate the UK’s TrajectoryThu, 08 May 2025 - 0h
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14 - Data Analytics Explained: Turning Raw Data into Impact with Mike Swordy and Lydia MonningtonThu, 13 Feb 2025 - 0h
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13 - Transforming Energy Insights Through Strong Data Foundations to Reach Net ZeroMon, 22 Apr 2024 - 0h
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12 - Demystifying Data Contracts with GoCardless' Andrew JonesTue, 12 Mar 2024 - 0h
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11 - Adapting to the EU AI Act, and a Modern Engineering ApproachTue, 30 Jan 2024 - 0h
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10 - Our Experts Predict What’s Next for 2024 in the Data & AI SpaceSat, 06 Jan 2024 - 0h
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9 - How Do We Build Trustworthy and Trusted AI Systems?Thu, 02 Nov 2023 - 0h
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8 - AI is Crucial but Businesses Lack the Strategy: Discussing the State of AI in the EnterpriseMon, 09 Oct 2023 - 0h
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7 - Simplifying AI: Capturing Unstructured Data and Informing Decision-MakingWed, 26 Jul 2023 - 0h
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6 - Addressing Gender Bias in AI Through DataWed, 28 Jun 2023 - 0h
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5 - Investing In People and Processes for MLOpsTue, 13 Jun 2023 - 0h
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4 - The Role of Access Management in Democratising DataWed, 31 May 2023 - 0h
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3 - Becoming a Data-Driven and AI-Enabled OrganisationFri, 12 May 2023 - 0h
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2 - Women in Data: A Movement for ChangeThu, 20 Apr 2023 - 0h
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1 - Generative AI: The Role of Regulation and its FutureWed, 15 Mar 2023 - 0h
