When @indeed, the world’s #1 job site, looked to simplify its machine learning ecosystem, the team partnered with Caylent to help streamline and optimize its existing infrastructure. Together, we consolidated 26 independent ML training implementations into two @awscloud based platforms—strengthening compliance with emerging global regulations, improving engineering agility, and introducing more consistent MLOps practices. By reducing infrastructure maintenance and accelerating experimentation, the modernized ML foundation allows Indeed teams to focus on developing innovative features that enhance the experience for job seekers and employers. Learn more 👉 hubs.li/Q03S4Vyx0

More than 170 Cayliens, @awscloud partners, customers, and @Trek10inc teammates gathered in Austin last month for our annual Sales Kick-Off! 🤠 For two incredible days, we connected, collaborated, and celebrated — from inspiring sessions and team-building activities to unforgettable evening events like the Dinner Detective show and mechanical bull riding. Relive the moments and feel the energy with our recap video! 🎥

Think your #Python code can’t go any faster? Spoiler: It absolutely can ⚡️ These 10 simple hacks, from sets and slots to itertools and bisect, can make your code fly. 🐍 Dive into @DidoGrigorov’s expert guide: jb.gg/py-performance

Join @awscloud Heroes Brian Tarbox and Brian Hough for their session ‘Red Team vs Blue Team: Securing AI Agents’ at AWS re:Invent! 🚀 AI agents are the next evolution of APIs, but they also bring new security challenges and attack vectors. In their session, the two Heroes will dive into: ➡️ Real-world threats like prompt injection, tool abuse, and agent-to-agent escalation ➡️ Defensive strategies with rate limiting, encrypted endpoints, and Amazon Bedrock Guardrails ➡️ How to build secure-by-default agents using Infrastructure as Code and Zero Trust principles Register for AWS re:Invent here 👉 hubs.li/Q03RThDT0

Last week, we were proud to sponsor the @awscloud Customer Appreciation Fall Open at Whiskey Creek Golf Club in Maryland! ⛳️🍁 We spent the day connecting with customers, partners, and executives while enjoying great weather, great company, and plenty of friendly competition.

@AnthropicAI just launched Claude for Life Sciences and Caylent is proud to be a launch partner! 🚀 Claude for Life Sciences is designed to advance scientific discovery and will enable researchers to use Claude to make new discoveries through literature reviews, developing hypotheses, analyzing data, generating protocols, and drafting regulatory submission - all with ease. 🔬 As a launch partner, Caylent helps organizations navigate integrating Claude into their operations, supporting implementation with bespoke use cases such as regulatory compliance, clinical trial optimization, and contract negotiation. With our Healthcare & Life Sciences practice and @awscloud Healthcare Services Competency, Caylent brings deep experience building secure, scalable, and compliant solutions for healthcare providers, payers, and health tech innovators. Learn more 👉 hubs.li/Q03Rvjk00

We’re less than a month away from @awscloud re:Invent 2025! ✨ Throughout the week, join us for experiences that bring people together and spark innovation: 💬 Booth #725: Meet the Caylent team and our Caylent Champions, and explore Caylent Accelerate™, our AI-powered solution that helps organizations migrate and modernize on AWS faster and with confidence. 🍸 Welcome Party: Unwind, connect, and share ideas with peers and industry leaders over great food and drinks. 👩‍💻 Women in Tech Empower Hour: Celebrate, empower, and uplift inspiring women in technology. Spots are limited! Contact your Caylent representative to register for our exclusive events.

Learn or die! ☠️ skillsoft.digitalbadges.skil…

📣 The “People from PSF” interview series continues! 🐍💬Meet the people behind the @ThePSF staff, directors & contributors making the magic happen. 💟 Meet Christopher Neugebauer @chrisjrn 🔗Read the full interview👇 bit.ly/PSF-ChristopherNeugeb… #Python #PSF #PeopleFromPSF

¿Listos para el Advent of Code 2025? 🤩 Este año solo 12 días, lo cual es bueno para mí... a ver si así este año sí termino. 😅 #adventofcode adventofcode.com

Last week, Cayliens, @awscloud, customers, and our newest teammates from @Trek10inc gathered in Austin for our annual Sales Kick-Off! 🎉 It was an incredible two days filled with learning, connection, and inspiration. From energizing sessions to afternoon team activities and evening fun, SKO reminded us what makes this team so special. As a remote-first company, these moments together are truly invaluable — they strengthen our relationships, fuel collaboration, and remind us of the power of coming together in person. 💫

🌟 Join us for the Women in Tech Empower Hour at AWS re:Invent 2025! 🌟 Caylent and @awscloud are proud to host an evening dedicated to connection, celebration, and empowerment for women in tech. As the day’s sessions wind down, step into a space where leaders, innovators, and allies come together to inspire and uplift one another. Reach out to your Caylent counterpart to register! ✨

If you want to try something cool today, and love building from your terminal, give Starship a try. starship.rs/

Multi-agent AI systems look great in theory, until they hit production. ⚙️ As enterprises scale from proof-of-concepts to real-world workloads, complexity, latency, and cost can quickly spiral out of control. At Caylent, we’ve learned that success isn’t about adding more agents — it’s about building *smarter ones.* By focusing on fewer, stronger agents backed by robust infrastructure, organizations can unlock scalability without sacrificing speed or control. Discover more best practices in our new blog by Caylent's Brian Tarbox 👉 hubs.li/Q03QGRgq0

See you in few hours!

Thank you.

We’re bringing the @awscloud builder community together in Guadalajara, México on November 20th for a special evening that blends hands-on learning with curated drinks! 🍻 Join us for an exclusive technical session: 🧠 Build and Deploy Agents in Minutes with Strands Agents SDK — Discover how to create and deploy AI-powered agents with just a few lines of code using Strands Agents SDK + Amazon Bedrock AgentCore. After the session, we’ll share a guided craft beer tasting experience, connecting developers, engineers, and architects who are shaping the future of cloud innovation.💡  Spots are limited so make sure you reserve your spot today 👉 hubs.li/Q03QlHGh0

SQL, Python & Excel Cheat Sheet

6 Python Books You Can Download for FREE! clcoding.com/2025/10/6-pytho…