Still sitting through slide decks? 😵‍💫 Come learn something you'll actually use at HashiConf at @IBM TechXchange 😉 ✨ Join sessions on: 💸 FinOps and cutting cloud costs 🛠️ Day 2 operations with Terraform and Vault 🔐 Securing AI agents and machine identities ☁️ Running AI workloads across hybrid cloud environments Grab your ticket now and lock in early bird pricing:

Agent loops burn ~50x what chat does. Uber blew its annual AI coding budget by April. Cursor and Claude Code both face an explosion of costs. FinOps teams tracking AI spend went from 31% to 98% in a year. Here's the part nobody prices in: a huge share of that burn is your agent re-reading things it already knew. Every new session, the same repo context, the same conventions, re-fed through the window, costing you money again. Therefore Sibyl Labs built the memory plugin around one idea: pay to learn something once, then retrieve it cheaply as much as you want. File-based persistent memory, local-first, no vector DB. Knowledge gets written as a one-time cost; recall is targeted search, not context flooding. Works with Claude Code, Codex, Cursor, and any MCP runtime. No "cut your bill 70%". Anyone quoting you a percentage right now is guessing. The claim: stop paying to re-read what your agent already figured out. #2# on LongMemEval Oracle (95.6%). Try it:

Curious about what you'll hear at HashiConf at @IBM TechXchange conference 2026? We just released some of featured sessions and speakers on our website, like: • Bridging IT automation and FinOps to drive cloud cost discipline at scale • From deployed to governed: Day 2 operations with Terraform & Vault with SPH Media Pte Ltd. • Vault, SPIFFE, and the identity crisis of AI agents • AI agents all the way down: Enforcing and tracking agent identity and delegation Get more details about these sessions and start building your agenda now. Full agenda coming soon:

Infrastructure teams can deploy cloud resources in minutes, but understanding the financial impact often takes weeks. Discover how Terraform and Cloudability bridge that gap in this blog. You’ll learn: 💰 What the cost visibility gap really means 🩹 Common FinOps pain points 👀 How to bring cost visibility into the Terraform workflow 💸 The benefits of integrated cost governance 💪 Post-deployment optimization and cost management strategies Read now:

Some more detail on the ROIC Intelligence App I built yesterday and mentioned on today's earnings call. I took the PDF that Brian Nowak at Morgan Stanley put together for Hyperscale ROIC this week and used Copilot code (coming in our new superapp) with a single prompt + skill (/drill-me) to create the plan, then used autopilot in auto to create the full app (with history, lookups, scenarios, what-ifs, etc). And /rubber-duck to test. And the best part is that all the artifacts are in my enterprise environment. My app is in Copilot, my code is in GitHub Enterprise; all my data pipelines/lake/semantic models are in Fabric. And everything is under Agent 365 IT/Sec/FinOps control! So this is not about Tokenmaxxing or vibe coding. Every step of the way the rails are engineered to create value, making everything a long-term reusable asset, with governance/security, and cost controls. This is the full system to drive business value. Disclosures: This is all pulled from public sources, and for illustrative purposes only...not financial advice! :) Here is the app and architecture...

Are you looking to optimize cloud operations while reducing infrastructure costs? Join us at the upcoming Tencent Cloud Workshop in Tokyo, where we will explore practical approaches to cloud migration, operational optimization, and intelligent cloud management. A key highlight of the session will be a customer story from GREE, sharing insights from its company-wide migration to Tencent Cloud, including the tangible benefits of the migration and the technology capabilities that supported the journey. We will also introduce how Tencent Cloud TSA and TCOP can help organizations: - Gain greater visibility across cloud assets - Automate and simplify day-to-day cloud operations - Improve troubleshooting and incident response - Manage multi-cloud environments more efficiently - Optimize infrastructure costs and operational efficiency Whether you are planning a cloud migration or looking to improve the efficiency of an existing cloud environment, this workshop will offer practical insights and real-world perspectives. 📅 August 28, 2026 | 14:30–18:40 📍 MSC Onarimon Building, 12F Community Hub, Tokyo Scan the QR code in the event poster to register. We look forward to welcoming you in Tokyo! #TencentCloud# #CloudMigration# #CloudOperations# #CloudOptimization# #FinOps# #CloudNative# #MultiCloud# #TSA# #TCOP# #CloudComputing#

Fintech is the distribution channel, and Maple is the credit engine behind it. That's why we'll be at Finosummit in Mexico City, September 23–24. On the agenda: Meetings with fintech and financial institution partners building the next wave of onchain distribution across Latin America. Reach out if you want to meet.