Name: Towards AI Legal Name: Towards AI, Inc. Description: Towards AI is the world's leading artificial intelligence (AI) and technology publication. Read by thought-leaders and decision-makers around the world. Phone Number: +1-650-246-9381 Email: pub@towardsai.net
228 Park Avenue South New York, NY 10003 United States
Website: Publisher: https://towardsai.net/#publisher Diversity Policy: https://towardsai.net/about Ethics Policy: https://towardsai.net/about Masthead: https://towardsai.net/about
Name: Towards AI Legal Name: Towards AI, Inc. Description: Towards AI is the world's leading artificial intelligence (AI) and technology publication. Founders: Roberto Iriondo, , Job Title: Co-founder and Advisor Works for: Towards AI, Inc. Follow Roberto: X, LinkedIn, GitHub, Google Scholar, Towards AI Profile, Medium, ML@CMU, FreeCodeCamp, Crunchbase, Bloomberg, Roberto Iriondo, Generative AI Lab, Generative AI Lab VeloxTrend Ultrarix Capital Partners Denis Piffaretti, Job Title: Co-founder Works for: Towards AI, Inc. Louie Peters, Job Title: Co-founder Works for: Towards AI, Inc. Louis-François Bouchard, Job Title: Co-founder Works for: Towards AI, Inc. Cover:
Towards AI Cover
Logo:
Towards AI Logo
Areas Served: Worldwide Alternate Name: Towards AI, Inc. Alternate Name: Towards AI Co. Alternate Name: towards ai Alternate Name: towardsai Alternate Name: towards.ai Alternate Name: tai Alternate Name: toward ai Alternate Name: toward.ai Alternate Name: Towards AI, Inc. Alternate Name: towardsai.net Alternate Name: pub.towardsai.net
5 stars – based on 497 reviews

Frequently Used, Contextual References

TODO: Remember to copy unique IDs whenever it needs used. i.e., URL: 304b2e42315e

Resources

Free: 6-day Agentic AI Engineering Email Guide.
Learnings from Towards AI's hands-on work with real clients.
I Deleted Every Static Claude API Key I Owned. Here’s the Keyless Migration, Provider by Provider.
Latest   Machine Learning

I Deleted Every Static Claude API Key I Owned. Here’s the Keyless Migration, Provider by Provider.

Author(s): Anup Karanjkar

Originally published on Towards AI.

Workload Identity Federation just hit GA — the per-provider setup, and the precedence trap that cost me two quiet days

Last Tuesday I went looking for every static Claude API key I owned, and stopped counting at eleven.

I Deleted Every Static Claude API Key I Owned. Here’s the Keyless Migration, Provider by Provider.

The author recounts migrating from long-lived static Claude API keys to keyless authentication using Workload Identity Federation (WIF), emphasizing that federation doesn’t truly “delete” the secret—it moves trust and credentials upstream to the identity provider. They explain how the system works (issuer, service account, federation rule; runtime JWT exchange to short-lived access tokens), then share the critical migration gotcha: the SDK’s credential precedence chain means that if an environment variable like ANTHROPIC_API_KEY is still present anywhere, it will silently override WIF and make the migration appear successful while doing nothing. The post provides a reliable no-downtime cutover sequence (configure federation in parallel, verify with ant auth status, remove the key everywhere, confirm federation wins, then revoke), and gives guidance for setting tight match conditions per provider (GitHub Actions, Kubernetes, AWS, GCP, Entra/Okta) to avoid wildcard rules. Finally, it stresses what WIF doesn’t solve—upstream IdP misconfiguration, lack of attestation for runtime workload identity, and limited auditability across governance frameworks—so “keyless” must be paired with proper IdP security and auditing of the trust hop you can’t see.

Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI


Towards AI Academy

We Build Enterprise-Grade AI. We'll Teach You to Master It Too.

15 engineers. 100,000+ students. Towards AI Academy teaches what actually survives production.

Start free — no commitment:

6-Day Agentic AI Engineering Email Guide — one practical lesson per day

Agents Architecture Cheatsheet — 3 years of architecture decisions in 6 pages

Our courses:

AI Engineering Certification — 90+ lessons from project selection to deployed product. The most comprehensive practical LLM course out there.

Agent Engineering Course — Hands on with production agent architectures, memory, routing, and eval frameworks — built from real enterprise engagements.

AI for Work — Understand, evaluate, and apply AI for complex work tasks.

Note: Article content contains the views of the contributing authors and not Towards AI.