Episodes
-
Roblox’s approach to tripling AI code review acceptance rates
Generating code has become relatively easy, but production lead time does not improve unless AI also helps with review, testing, deployment, debugging, and rollback.
-
The CAFE(S) framework: Improving AI agent effectiveness
Much of AI failure is rooted in context issues rather than model faults, making context quality a crucial focus.
-
How Meta reduced diff authoring time by 40%
Diff Authoring Time is a metric that measures active engineering effort in creating and reviewing code diffs, offering a high-fidelity, granular view of developer activity.
-
How Okta sets guardrails and context for AI agents
AI agents are fundamentally changing identity management, requiring more granular and dynamic control over access and permissions.
-
Code Quality & AI Readiness at Capital One
AI is an amplifier, capable of magnifying both strengths and weaknesses in the software development lifecycle.
-
AI in engineering: Q2 2026 benchmarks & research readout
AI adoption in software engineering is now nearly universal, but the focus has shifted from mere adoption to evaluating maturity and sophistication of AI use.
-
How Microsoft sees engineering bottlenecks changing with AI
Prioritizing outcome-based metrics, like speed, quality, and value, is crucial for meaningful engineering improvement.
-
Research briefing with Brian Houck: Measuring AI agents and revisiting the Core 4
Agent experience is an extension of developer experience, focusing on how AI agents are integrated and supported within engineering workflows.
-
Adopting the product operating model at Priceline
Effective organizational change requires clear and consistent communication, especially around the goals and benefits of new initiatives like the product operating model.
-
AI and engineering productivity: Debating the headlines
AI will not reduce the overall number of engineers but will change what and how they work, with demand for software continuing to grow.
-
2x the power users: How structured AI training scaled developer productivity
Structured, community-driven training significantly boosts AI tool adoption among engineers.
-
From PR throughput to product velocity: How Dropbox is rethinking productivity in the agentic era
Shift focus from PR throughput to product velocity — how quickly value reaches customers.
-
The future of engineering at Nationwide, Comcast, TD, and HPE
AI is becoming core to large enterprises' software development processes, with ongoing scaling and experimentation.
-
Beyond the CLI: Agentic AI for async workloads and non-developers
AI is primarily a tool for augmenting human productivity, not replacing humans.
-
Uber’s journey of measuring AI impact on developer productivity
Traditional developer productivity metrics are becoming outdated as AI tools automate larger parts of the SDLC.
-
Prioritization as code: An AI-supported framework for platform engineering (Eleanor Millman and Mina Tawadrous)
Develop a clear, impact-driven prioritization framework tailored to your organization's needs, including impact categories and adjustable weights.
-
Doubling the productivity of your engineering team using AI (Brian Scanlan)
Intercom successfully doubled and tripled their engineering throughput in less than a year by standardizing on AI tools, investing in skill-building, and restructuring workflows around agents.
-
Augmented, accelerated, autonomized: How Vanguard is embedding AI across the product lifecycle (Kelly Anne Pipe and Nicole Scribner)
AI transformation extends beyond engineering tools—it requires changing behaviors, roles, and mindset across the entire product development lifecycle.
-
From AI experiments to organizational shift: Lessons from Mercari’s transformation (Michael Galloway and Snehal Shinde)
AI adoption must be measurable and linked to organizational value to justify investment and guide efforts.
-
Mapping the new SDLC at BNY: Codifying AI into every step of the delivery lifecycle (Jason Valentino)
Embed AI into every step of the SDLC to maximize efficiency and quality.
Follow this show on AudioBrevity and new episodes get summarized for you. Create a free account