Top Insights Open-source software is making waves from version control to AI. Epic Games’ Lore aims to compete with Git-based systems, while Anthropic’s Fable shutdown underscores the tension between closed and open AI models. Consumers are increasingly turning to polished open-source alternatives for everyday apps, and security firms are deploying AI to hunt for open-source … Read more
Insight: The Convergence of Open Source and Enterprise AI Governance This week’s digest highlights a critical shift: open source is no longer just about code—it’s about building governable, secure, and aligned AI systems across industries. From Hermes’ memory architecture to CALM’s machine-readable compliance, the community is tackling the ‘elephant in the room’ of fragmented AI … Read more
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Hermes is an always-on AI agent with a simple but useful architecture: an agent loop, memory, context construction, gateway integrations, and scheduled cron jobs. In this video, I walk through how Hermes builds context, talks to external services like Telegram and Slack, compresses long conversations, and learns from previous interactions.
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🤓 *Topics Covered*
– Hermes agent architecture
– Context, memory, and compression
– Gateways, SQLite, and cron jobs
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🔗 Links
– Written version: https://alejandro-ao.com/tutorials/hermes-agent-architecture/
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👋 Connect with me
– My website: https://alejandro-ao.com/
– X (Twitter): https://x.com/_alejandroao
– LinkedIn: https://www.linkedin.com/in/alejandro-ao/
Welcome to the May 2026 Instaclustr platform round up! In this month’s update we cover ClickHouse and OpenSearch updates!
This month on NetApp Instaclustr:
ClickHouse 25.8.24 is now in General Availability on the Instaclustr managed platform.
-Version 25.8.16 has been closed.
-Older versions 25.8.11, 25.3.14, 25.3.8, and 24.8.14 have been retired.
OpenSearch 3.5.0 is now in General Availability on Instaclustr.
– Version 3.3.2 is deprecated.
– Version 3.2.0 is closed.
– Version 3.0.0 is no longer available.
AI Search for OpenSearch is now available on the NetApp Instaclustr platform for AWS and can be tested as part of the Instaclustr free trial.
Watch Alex’s AI Search demo:
Note: AI Search in the free trial is currently supported on AWS using the t4g.medium node size.
Read up about May’s release logs here:
https://www.instaclustr.com/support/documentation/announcements/release-log/#section-may-2026
Deploy on Instaclustr:
https://www.instaclustr.com
Discover how LED Badge Magic and Magic ePaper combine open source hardware, embedded firmware, and Flutter applications to create interactive, programmable devices. This session explores the architecture behind these projects and how developers can contribute across hardware, firmware, and software layers.
Learn how open hardware ecosystems are built in practice, from device programming and firmware development to cross-platform mobile applications with Flutter. The talk also highlights opportunities for contributors through **Google Summer of Code (GSoC)**, including project ideas, mentorship pathways, and tips for getting started in open source.
Perfect for students, makers, embedded developers, Flutter developers, and anyone interested in open hardware, IoT, firmware engineering, and GSoC.
FOSSASIA Summit 2026 held in Bangkok, is Asia’s leading Open Source tech conference featuring sessions on #AI, #Cloud, #DevOps, #Open Hardware, #Security, #Web #Mobile Technologies, #Web3, and #Databases. Learn more: http://summit.fossasia.org
Karl Moll (Technical Project Advocate at FINOS) sits down with Grizz Griswold to discuss how CALM (Common Architecture Language Model) is acting as the structural glue connecting compliance projects across the banking ecosystem. He breaks down the momentum behind the Open SDLC Controls Framework and how these tools together build a secure, governable pipeline for unpredictable AI deployments.
🇬🇧 Join us in London! Attend our free technical pre-forum workshops on June 23-24, right before OSFF London on June 25, 2026: https://hubs.ly/Q041YV9Z0 (Use Code: 26YTOSFFLN20C)
🕒 Timestamps:
0:00 CALM as the Glue for Governable Pipelines
0:35 Podcast Intro, Forum Dates, and Venue Logistics
0:55 Thank You to Our Sponsors: VMware by Broadcom & Global Partners
2:20 Who is Karl Moll? The Role of a FINOS Project Advocate
3:50 The June 23-24 Workshops: Free Technical Hands-On Sessions
4:40 Deep Dive into CALM: Machine-Readable Enterprise Architecture
6:30 Why Standard Architecture Specs Speed Up Bank Delivery
8:55 Introducing Open SDLC: Codifying Software Development Controls
10:45 The Duplication Pain: Why Banks Waste Millions on Custom Compliance
12:55 Connecting CALM and Open SDLC into a Single Delivery Vector
14:10 Shifting Left on Governance: Validating Architecture via CI/CD Pipelines
15:30 Managing Opaque and Mission-Critical Financial AI Deployments
17:45 Project Maturity Lifecycles: Launching vs. Firm-Wide Implementation
19:50 Wrap-Up: How to Join the Free Open Workshops in London
📊 The Problem: The High Cost of Isolated Governance Silos
Global banks burn an astronomical amount of capital independently drafting manual, text-heavy architectural guidelines and software compliance controls. Because these definitions are trapped in static text files or slide decks, there is a total disconnect between enterprise architects, security teams, and developers. When dealing with highly complex, non-deterministic AI workloads, this manual verification bottleneck stops innovative features from making it to production safely.
🏗️ The Solution: The Interconnected, Machine-Readable Delivery Pipeline
Karl Moll explains how FINOS is uniting distinct open-source projects to create an automated pipeline that validates itself:
CALM as the Common Language: Moving architecture out of static diagrams and into a structured, machine-readable syntax that software pipelines can evaluate instantly.
Open SDLC as the Rulebook: Standardizing the compliance taxonomy across institutions to prevent banks from reinventing software risk controls from scratch.
Shifting Architecture Left: Merging CALM blueprints directly into Open SDLC validation engines so architecture patterns are automatically verified and audited during the standard git commit loop.
⚙️ Why This Matters for Financial Engineering
Critical Momentum Windows: Catching these projects at an ideal evolutionary step—where CALM is actively being deployed to monitor core systems and Open SDLC is launching its V1 specification.
Free Foundational Training: Bypassing vendor-locked educational programs to get engineers hands-on with neutral, industry-wide compliance infrastructure before the main conference.
🌐 More about FINOS: https://www.finos.org/
📧 Join our newsletter: https://www.finos.org/sign-up
🎙️ Listen to our Open Source in Finance Podcast: https://www.youtube.com/@FINOS/podcasts
LinkedIn: https://www.linkedin.com/company/finosfoundation
Video by Open Data Science and AI Conference via YouTube
Enterprise AI progress often stalls not because teams lack talent, tools, or ambition—but because each group is only seeing part of the system.
In this ODSC AI East 2026 keynote, Rehgan Bleile, Co-Founder & CEO of AlignAI and Founder of Women in Analytics, explores why fragmented perspectives across business, data science, engineering, risk, legal, and executive teams can slow or derail AI initiatives.
Using the parable of the blind men and the elephant, Rehgan breaks down how enterprise teams can move from disconnected efforts to a shared system-level blueprint for AI. Learn practical ways to align requirements earlier, assess data readiness, build governance into systems, evaluate performance in production, and make better decisions about what to build.
Watch to discover how organizations can reduce rework, improve cross-functional alignment, and turn AI from a collection of isolated projects into a capability that consistently delivers value.
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Visit our website and choose the nearest ODSC AI event to attend and experience all our training and workshops: https://odsc.ai/west
To watch more videos like this, visit https://aiplus.training
Sign up for the newsletter to stay up to date with the latest trends in data science: https://opendatascience.com/newsletter/
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Hear how SAP GROW Fast helps partners and customers accelerate cloud ERP adoption, shorten time to value, and scale with confidence.
Mid-market customers need ERP deployments that move faster, show ROI sooner, and support long-term growth. In this video, Vincere Zeng, Director of Go-to-Market Strategy, explains how SAP GROW Fast is designed to help customers adopt SAP Public Cloud with a prescribed scope, lean deployment methodology, and partner-led delivery model.
SAP GROW Fast gives partners a clearer path to deploy cloud ERP quickly, helping customers go live faster, see value earlier, and expand when they’re ready. With a focus on the mid-market segment, the program supports faster ROI through a streamlined approach built around practical outcomes and scalable adoption.
Vincere also shares how SAP is investing in partner success through marketing support, partner demand generation, lead routing, local GROW Fast experts, and delivery guidance across market units. The goal is to help partners confidently position SAP Public Cloud solutions and support customers from selling through deployment.
For partners and customers, SAP GROW Fast offers a faster, more focused path to cloud ERP value — with the flexibility to grow from there.
Get started with SAP GROW Fast: https://www.sap.com/products/erp/grow/get-started.html
Follow us on social:
LinkedIn: https://www.linkedin.com/company/sap/
Instagram: https://www.instagram.com/sap
Facebook: https://www.facebook.com/SAP/
Threads: https://www.threads.com/@sap
About SAP:
As a global leader in enterprise applications and business AI, SAP stands at the nexus of business and technology. For over 50 years, organizations have trusted SAP to bring out their best by uniting business-critical operations spanning finance, procurement, HR, supply chain, and customer experience. For more information, visit: https://www.sap.com/index.html
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