The future of software development: Now with less software development
Over 3,000 developers attended AI Dev 26 x SF to explore how AI is reshaping software development, with industry leaders suggesting that coding may soon be dominated by AI agents. Experts argue that the bottleneck in development is shifting from writing code to imagination, oversight, and reducing error rates. While AI promises faster innovation, challenges around correctness, data governance, and infrastructure complexity remain. The consensus points toward smaller teams managing AI agents rather than hand-coding software.
- ▪AI Dev 26 x SF, organized by Andrew Ng's DeepLearning.AI, brought together over 3,000 developers to discuss the future of software engineering in the AI era.
- ▪Jonathan Heyne stated that AI has shifted the software development bottleneck from coding to imagination, funding, and time.
- ▪Marc Brooker of AWS emphasized that agent-based systems are limited by defect rates and advocated for spec-driven development and tools like Hydro, Cedar, and Strata to improve code correctness.
- ▪Andrew Ng proposed that future software teams will be small groups of generalists who oversee AI agents writing 100% of the code, minimizing human review to avoid bottlenecks.
- ▪Panelists predicted that software development will increasingly involve agent orchestration, with engineers taking on broader roles in product, design, and customer engagement.
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AI + ML The future of software development: Now with less software development At AI Dev 26 x SF, code slingers confront their relationship with AI Thomas Claburn Tue 28 Apr 2026 // 22:00 UTC More than 3,000 software developers from around the world gathered in San Francisco on Tuesday to learn what will become of software development in the AI era. They convened under the auspices of AI Dev 26 x SF, a conference organized by Andrew Ng's DeepLearning.AI. Jonathan Heyne, COO of DeepLearning.AI, set the scene by framing the problem: figuring out what software engineering will mean five years from now.
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