Zero-Shot Learning

By Dev Tagare, Nancy Wang

Zero-Shot Learning is a podcast for AI builders, hosted by Nancy Wang, CTO at 1Password, and Dev Tagare, Senior Director and Head of Engineering for Gemini Enterprise & Business at Google. Each ep... more

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FAQs about Zero-Shot Learning:

How many episodes does Zero-Shot Learning have?

The podcast currently has 9 episodes available.

Zero-Shot Learning episodes:

September 22, 2026 Build from source with Matt Moore from Chainguard | Zero-Shot Learning
In 2020, the SolarWinds attack exposed the vulnerability of supply chains worldwide, a problem this episode’s guest, Matt Moore, had already been working to solve for years. In 2021, he co-founded Chainguard to protect supply chains from future breaches. His conversation with 1Password CTO Nancy Wang and Google Gemini’s Dev Tagare covers why the open source trust model is structurally broken and how AI agents have complicated supply chain security, with a live demo demonstrating how standard tools overlook many vulnerabilities.
In this episode:
AI is shrinking the window for patching, as AI-powered attacks accelerate and demand for pre-alpha code grows
Hacks usually target the delivery pipeline rather than the source code
Net-new, AI agent-written code creates more burden for teams to maintain and secure
Most breaches exploit long-lived credentials
Audited least privilege flips the security model from restricting identities to guarding sensitive resources
Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more.
Go deeper:
Episode companion blog: https://www.1password.com/blog/software-supply-chain-identity-security
1Password Developer newsletter: https://1password.com/developer-newsletter
LinkedIn: https://www.linkedin.com/in/mattmoor/
Connect with 1Password
1Password.com
1Password Developer newsletter: https://1password.com/developer-newsletter
Build securely with 1Password Developer: https://developer.1password.com/
...more
1h 20min
August 25, 2026 Code is the easy part with Rohan Varma from OpenAI | Zero-Shot Learning
Go deeper:
Episode companion blog: https://www.1password.com/blog/ai-agents-as-coworkers
1Password Developer newsletter: https://1password.com/developer-newsletter

LinkedIn: https://www.linkedin.com/in/rohannvarma/

Connect with 1Password
1Password.com
1Password Developer newsletter: https://1password.com/developer-newsletter
Build securely with 1Password Developer: https://developer.1password.com/
...more
1h 13min
August 13, 2026 The work runs itself with Jeff Wang from Cognition | Zero-Shot Learning
While AI agents are already capable of writing and shipping code that works, standard operating procedure still requires human oversight and review. Cognition President of New Enterprise Jeff Wang is building a future where that’s no longer the case. In this episode, Jeff joins 1Password CTO Nancy Wang and special guest co-host Richard Liu, Head of API Products at Anthropic, for a conversation on cloud-based agents and how their ability to prove their own work could make human code reviews obsolete.
In this episode:
Agents need a method to prove that their work is correct
Event-driven agents are absorbing the grunt work nobody wants
Playbooks are the most overlooked and underinvested piece of knowledge infrastructure
Agents should run in isolated sandboxes with only the specific access they need
Code reviews will eventually be replaced by proof that the code does what it’s supposed to
Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more.
Go deeper:
Episode companion blog: https://www.1password.com/blog/demoting-the-ide
1Password Developer newsletter: https://1password.com/developer-newsletter
LinkedIn: https://www.linkedin.com/in/jefflinwang/
Connect with 1Password
1Password.com
1Password Developer newsletter: https://1password.com/developer-newsletter
Build securely with 1Password Developer: https://developer.1password.com/
...more
1h
July 28, 2026 Distributed systems in disguise with Maxim Fateev from Temporal | Zero-Shot Learning
When most developers write code, crash recovery logic is at the bottom of their priorities, until crashes and delays force them to incorporate resiliency logic. That’s why Temporal co-founder and CTO Maxim Fateev built a system to turn code into durable execution. In his conversation with 1Password CTO Nancy Wang and VP of Engineering for Developer and AI Jeff Malnick, Maxim explains why the distributed systems thinking that shaped his work is now essential for building reliable AI agents, with a live demo of a durable agent surviving a crash.
In this episode:
Events are the global variables of distributed systems
Durable execution removes the need for specific languages to run workflows
While agent skills are unreliable, hooks are a hard boundary
Once agents need retries, they inherit the complexity of large-scale distributed systems
Sandboxing agents is the only way to contain what they can access
Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more.
Go deeper:
Episode companion blog: https://www.1password.com/blog/build-reliable-agents
1Password Developer newsletter: https://1password.com/developer-newsletter
Maxim:
LinkedIn: https://www.linkedin.com/in/fateev/
Connect with 1Password
1Password.com
1Password Developer newsletter: https://1password.com/developer-newsletter
Build securely with 1Password Developer: https://developer.1password.com/
...more
1h 18min
July 14, 2026Evals are agent infrastructure | Adarsh Hiremath from Mercor
Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more.
Go deeper:
Episode companion blog: https://www.1password.com/blog/evals-ai-agent-infrastructure

1Password Developer newsletter: https://1password.com/developer-newsletter
Adarsh:
LinkedIn: https://www.linkedin.com/in/adarsh-h-623941204/
Connect with 1Password
1Password.com

1Password Developer newsletter: https://1password.com/developer-newsletter

Build securely with 1Password Developer: https://developer.1password.com/
...more
53min
June 30, 2026 Stop guessing if your AI works | Ankur Goyal from Braintrust
In this episode:
Evals are becoming the new product development loop
Feedback loops help teams learn from unpredictable AI behavior in production
Traditional tracing tools don’t explain AI failures
Choosing an LLM is more like choosing a database than a CPU
The agent layer should be treated as disposable

Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more.

Go deeper:
Episode companion blog: https://www.1password.com/blog/prompt-changes-security-review
1Password Developer newsletter: https://1password.com/developer-newsletter

Ankur:
LinkedIn: https://www.linkedin.com/in/ankrgyl/

Connect with 1Password
1Password.com
1Password Developer newsletter: https://1password.com/developer-newsletter
Build securely with 1Password Developer: https://developer.1password.com/
...more
52min
June 16, 2026The new attack surface writes code | Travis McPeak from Cursor
In this episode:
Why AI agents can't be trusted users

The hardest security decisions are about what not to protect

Everything in security is a proxy, including agents

Secure-by-default doesn't mean slowing productivity

AI-generated code isn't vibe-coding if a human verifies the work
Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more.
Go deeper:
Episode companion blog: https://www.1password.com/blog/never-trust-your-coding-agent
1Password Developer newsletter: https://1password.com/developer-newsletter
Travis:
LinkedIn: https://www.linkedin.com/in/travismcpeak/
Connect with 1Password
1Password.com
1Password Developer newsletter: https://1password.com/developer-newsletter
Build securely with 1Password Developer: https://developer.1password.com/
...more
36min
June 02, 2026 We solved the blank canvas problem | Tom Occhino from Vercel
In this episode:
React has become the default framework for AI-generated code
AI is closing the gap between product ideation and engineering execution
The ability to securely run and isolate AI agents must be built into platforms
What the return to full-stack thinking means for the future of software engineering
Tools like v0 put production-grade app building in the hands of anyone with an idea

Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, secured, and deployed. Subscribe for more.

Go deeper:
Episode companion blog: https://1password.com/blog/secure-ai-development
Vercel's Building Secure AI Agents: https://vercel.com/blog/building-secure-ai-agents
1Password Developer newsletter: https://1password.com/developer-newsletter

Tom:
LinkedIn: https://www.linkedin.com/in/tomocchino/

Connect with 1Password
1Password.com
1Password Developer newsletter - sign up for updates to our developer tooling: https://1password.com/developer-newsletter
Build securely with 1Password Developer: https://developer.1password.com/
...more
45min
May 19, 2026Agents need boundaries | Fotis Chantzis from OpenAI
In this episode:
Old identity models weren’t built for agents

The hardest security problems begin after access is granted

Long-running agents expose the limits of OAuth

Secrets remain one of the weakest links in agent design

How to stop agent overreach in real time with short-lived credentials and runtime boundaries
Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more.
Go deeper:
Episode companion blog

How to protect against OAuth-based supply chain breaches and credential sprawl

1Password Developer newsletter
Fotis:
LinkedIn
1Password:
1Password.com
1Password Developer newsletter - sign up for updates to our developer tooling
Build securely with 1Password Developer
...more
52min

FAQs about Zero-Shot Learning:

How many episodes does Zero-Shot Learning have?

The podcast currently has 9 episodes available.