AI vs software devs (Practical AI #262)

7 snips

Mar 26, 2024

The podcast delves into AI's impact on software developers, exploring AI tools' success rates and challenges, limitations of AI-generated solutions in solving complex problems, and the personalized coding tools emerging in the industry. It discusses the implications of AI on coding productivity and career paths, as well as the hurdles AI faces in supporting Elixir programming. Reflecting on technological changes, control, and community support in closed-source software.

Ask episode

AI Snips

Chapters

Transcript

Episode notes

ANECDOTE

Devin's Success Rate

Devin can supposedly solve one in seven GitHub issues independently.
However, it's unclear how to identify which issues it successfully resolves without debugging broken code.

ADVICE

Mitigating Devin's Risks

Constrain Devin to a sandbox environment to prevent uncontrolled resource allocation.
Validate its output and monitor logs to avoid unexpected costs or issues.

INSIGHT

LLM Hype vs. Reality

LLMs excel at demos but struggle in production due to their unpredictable nature.
Their impressive results often come from cherry-picking the best outcomes.

Get the Snipd Podcast app to discover more snips from this episode

Get the app

Daniel and Chris are out this week, so we’re bringing you conversations all about AI’s complicated relationship to software developers from other Changelog pods: JS Party, Go Time & The Changelog.

Join the discussion

Changelog++ members save 2 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

Neo4j – Is your code getting dragged down by JOINs and long query times? The problem might be your database…Try simplifying the complex with graphs. Stop asking relational databases to do more than they were made for. Graphs work well for use cases with lots of data connections like supply chain, fraud detection, real-time analytics, and genAI. With Neo4j, you can code in your favorite programming language and against any driver. Plus, it’s easy to integrate into your tech stack. Visit Neo4j.com/developer to get started.
The Hacker Mindset – “The Hacker Mindset” written by Garrett Gee, a seasoned white hat hacker with over 20 years of experience, is available for pre-order now. This book reveals the secrets of white hat hacking and how you can apply them to overcome obstacles and achieve your goals. In a world where hacking often gets a bad rap, this book shows you the white hat side – the side focused on innovation, problem-solving, and ethical principles.
Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs.

Featuring:

Kent Quirk – GitHub, Mastodon, X
Sharon DiOrio – X
Steven Pyle – LinkedIn
José Valim – Website, GitHub, X
Jerod Santo – GitHub, LinkedIn, Mastodon, X
Kevin Ball – Website, GitHub, LinkedIn, X
Nick Nisi – Website, GitHub, Mastodon, X
Johnny Boursiquot – Website, GitHub, X
Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, X

Show Notes:

JS Party #317 (This will 404 until Thursday!)
Go Time #306
Changelog & Friends #28

Something missing or broken? PRs welcome!