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Thursday, January 22, 2026

Building Responsible and Calibrated AI Agents with Databricks and MLflow: A Real-World Use Case Deep Dive

2026-01-22 22:00
🚀 AI technology is rapidly advancing, with a focus on building responsible and calibrated AI agents. This article explores a real-world use case involving a telecom churn-prevention AI agent, emphasizing the importance of trust and reliability in AI systems. The findings may apply across various industries, highlighting the need for ethical AI development. #AI #TechInnovation #MachineLearning #EthicalAI #Databricks

CTO Chris Aniszczyk on the CNCF push for AI interoperability

2026-01-22 21:00
🚀 Chris Aniszczyk, CTO of CNCF, discusses the similarities between AI agents and microservices. He emphasizes the importance of being cloud native for AI development, especially with tools like Kubernetes. 🌐 The CNCF is working on a conformance program to ensure AI systems meet community standards, enhancing interoperability. 🛠️ Key projects include gRPC for communication and Prometheus for observability. #AI #Microservices #CloudNative #CNCF #KubeCon
Loraine Lawson

Using MCP Servers: From Quick Tools to Multi-Agent Systems

2026-01-22 19:35
🚀 Model Context Protocol (MCP) servers provide a unified interface for language models to connect with various tools and services. They act as adapters, simplifying interactions with APIs, databases, and more. However, running MCP servers presents challenges such as runtime complexity, secrets management, and integration pains. Docker offers a practical solution through its MCP Toolkit & Catalog, making it easier to deploy and manage MCP servers with built-in features like secrets management...
Source: Docker Blog
Yiwen Xu

Scaling NVFP4 Inference for FLUX.2 on NVIDIA Blackwell Data Center GPUs

2026-01-22 19:21
🚀 In 2025, NVIDIA teamed up with Black Forest Labs to enhance the FLUX.1 text-to-image model series, achieving FP4 image generation on Blackwell GPUs. This collaboration led to FLUX.2, which supports multi-image references and offers enterprise-level quality. Significant optimizations have reduced memory needs by over 40%, allowing for local deployment via ComfyUI. NVIDIA and BFL are now introducing 4-bit acceleration for FLUX.2 on advanced data center GPUs, improving latency and efficiency....
Sandro Cavallari

The head chef model for AI-assisted development

2026-01-22 19:00
The relationship between developers and AI coding assistants is evolving. The "head chef" model suggests that developers will oversee AI "sous chefs" to handle coding tasks while they focus on design and quality control. This shift allows developers to break down problems into manageable tasks, enhancing their role as decision-makers. Effective context management is crucial for accurate AI outputs, requiring careful curation of input data. In real-world applications like building Kafka...
Adi Polak

A cleaner, customizable Bitbucket navigation is here

2026-01-22 18:44
🚀 Exciting news for Bitbucket users! A new navigation system is now available, bringing a cleaner and more customizable experience. This update unifies navigation with the Atlassian platform, enhancing usability and consistency across apps like Jira and Confluence. Key features include: - Simplified top navigation for quicker access 🔍 - A personalized sidebar for easy organization 📂 - Flexible sizing to suit your workspace needs Explore the changes and share your feedback! #Bitbucket...
Markus te Grotenhuis

How Agentforce, Data, and Apps Turned the Salesforce Stack into Agentforce 360

2026-01-22 18:37
🚀 In a recent Engineering Energizers Q&A, Muralidhar Krishnaprasad (MK), President and CTO of C360 Platform, shared insights on unifying Salesforce’s core platform layers into Agentforce 360. 🛠️ MK’s team focuses on integrating data, agents, and applications to create a cohesive architecture. This transformation aims to enhance real-time, AI-driven experiences for enterprise applications. 🌐 The unified data layer is key, harmonizing signals and ensuring consistent context across applications....
Scott Nyberg

Codex Is Now Integrated Into JetBrains IDEs

2026-01-22 18:14
🚀 OpenAI Codex is now integrated into JetBrains IDEs, enhancing your development experience directly within your workspace. You can access Codex using a JetBrains AI subscription, a ChatGPT account, or your OpenAI API key. It's available in the AI chat interface starting from version 2025.3. A limited-time free access promotion begins on January 22. After the promotional period, usage will require AI Credits. #OpenAI #JetBrains #AI #Coding #Development
Anna Maltseva

Why agentic LLM systems fail: Control, cost, and reliability

2026-01-22 18:00
Agentic AI systems like AutoGPT and BabyAGI have shown promise in automating complex tasks with minimal human input. 🤖 However, their real-world deployment faces challenges. Key issues include control, cost, and reliability. The very traits that make them appealing—adaptive decision-making and open-ended reasoning—can hinder performance under production constraints. Variability in outputs complicates testing and validation, as results can differ even with identical inputs. This...
Ibrahim Kamal

Why platform companies keep buying frontend framework teams

2026-01-22 17:00
Cloudflare recently acquired Astro, a leading frontend framework, continuing a trend of platform companies buying framework teams. This movement began in 2021 with Vercel hiring Svelte's creator and includes notable acquisitions by Shopify, Netlify, and Automattic. Cloudflare aims to support independent websites amid challenges posed by AI, promoting “content-driven websites” and advocating for creators’ rights. #TechNews #FrontendDevelopment #Acquisition #Cloudflare #WebDevelopment 🌐💻✨
Richard MacManus

Small models, big results: Achieving superior intent extraction through decomposition

2026-01-22 16:56
Unlocking user intent from UI interactions is crucial for enhancing mobile experiences. 📱 A recent study introduces a method using small multimodal models to effectively predict user actions without relying on large, resource-heavy models. By breaking down intent extraction into two stages, the approach maintains high accuracy while operating on-device, ensuring user privacy. 🔍 This innovative technique shows promise for future AI agents that can better anticipate user needs based on past...

Chainguard to eliminate FUD around Chainguard OS

2026-01-22 16:00
🚀 Exciting news from Chainguard! They have launched the Chainguard OS Fully User Directed Committee, also known as the FUD Committee. This initiative aims to eliminate fear, uncertainty, and doubt surrounding purpose-built Linux distros by focusing on customer needs. Chainguard OS will be governed by its users, enhancing stability and predictability. The committee will be composed of members from various industries and will influence technical decisions, align roadmaps, and provide strategic...
Darryl K. Taft

Securing Agents in Production (Agentic Runtime, #1)

2026-01-22 15:22
🔍 The first article in the series about Palantir AIP's Agentic Runtime explores how it secures agents in critical operations. Key points include: - **Secure Access:** The design ensures stable performance and access control for various large language models. - **Orchestrated Execution:** Agent orchestration is isolated and managed through a secure infrastructure. - **Policy Enforcement:** Granular policies govern memory types and tool usage. - **Real-Time Monitoring:** Comprehensive...
Palantir

Congratulations to the recipients of the 2025 Spotify FOSS Fund

2026-01-22 15:00
🌟 Exciting news from Spotify! The 2025 FOSS Fund has awarded monetary support to three vital open source projects: 1️⃣ **FFmpeg** - €30,000 A cornerstone for multimedia processing, FFmpeg is essential in streaming and media applications, supporting projects like YouTube and Netflix. 2️⃣ **Mock Service Worker (MSW)** - €15,000 Created by Artem Zakharchenko, MSW simplifies API mocking, enhancing development workflows. 3️⃣ **Xiph.Org Foundation** - Funding details not specified. These projects...
Spotify Engineering

Why enterprise AI breaks without metrics discipline

2026-01-22 15:00
AI is transforming workplaces by enhancing product iterations, operational efficiency, and customer support. 🚀 However, many companies face challenges in seeing consistent benefits from AI due to inconsistent data definitions across teams. This ambiguity can lead to unreliable AI systems and a lack of trust in their outputs. Implementing an intelligent metrics layer can standardize data definitions, providing a single source of truth. This clarity is crucial for effective AI adoption. 📊...
Ritish Chugh

Automate your security whack-a-mole: Q&A with Exaforce

2026-01-22 15:00
🔒 Security threats are ever-evolving, making it challenging for organizations to keep up. Exaforce's software aims to automate attack detection and response, helping businesses enhance their security operations. They cater to companies of all sizes, from startups to mid-sized enterprises, enabling them to either build a Security Operations Center (SOC) quickly or strengthen existing teams. Many organizations struggle with incident response and compliance, especially during SOC II audits....
Ryan Donovan

IntelliJ IDEA 2025.3.2 Is Out!

2026-01-22 14:42
🚀 IntelliJ IDEA 2025.3.2 is now available! You can easily update from within the IDE, via the Toolbox App, or download it from our website. This update includes fixes for terminal flickering, credential storage issues, and improvements in the Services tool window. Check the full list of enhancements on our site! #IntelliJ #SoftwareUpdate #DevelopmentTools #TechNews
Maria Kosukhina

How Precog adds business context to make enterprise data AI-ready

2026-01-22 14:00
🚀 Extracting data from enterprise tools like Salesforce and NetSuite is straightforward, but preparing it for AI models is challenging. Precog's new feature aims to add essential business context to data extraction processes. 🔍 The company focuses on making enterprise data usable by automatically generating context to help models understand the information. This approach streamlines the data preparation process, making it faster and more efficient. 💡 Notably, Precog ensures that company data...
Frederic Lardinois

Your Dependencies Don’t Care About Your FIPS Configuration

2026-01-22 14:00
FIPS compliance enhances software supply chain security, but adopting FIPS-enabled container images can lead to unexpected errors. 🛠️ Teams are discovering that even if the base image is correct, compatibility issues can arise from dependencies. Changes in complex systems can yield surprising results. The early adaptation phase of FIPS presents opportunities to rethink building practices. 🔄 One challenge involves prebuilt binaries that may bypass configured cryptographic boundaries, leading...
Source: Docker Blog
Jin Kim

ReSharper 2026.1 Early Access Program Has Begun

2026-01-22 13:42
🚀 The ReSharper 2026.1 Early Access Program is now live! This initial build includes updates for C# productivity, new inspections, and enhanced C++ support. Users can experience new features early and contribute to their refinement. Key updates: - Improved code generation for partial types. - New context action for cleaner extension member declarations. - Enhanced inspections for ImmutableArray initialization. Check it out! 🌟 #ReSharper #EarlyAccess #CSharp #Coding #SoftwareDevelopment
Sasha Ivanova

Rider 2026.1 Early Access Program Is Now Open!

2026-01-22 13:41
🚀 The Early Access Program (EAP) for Rider 2026.1 is now live! You can download the first preview build from the website, the Toolbox App, or via SnapCraft for Linux users. The EAP allows users to preview new features and provide feedback. This version includes enhanced C# support and Azure DevOps integration for cloning repositories directly from Rider. Additionally, a new Package Manager Console supports NuGet's PowerShell commands. Explore the latest features and get involved! #Rider2026...
Sasha Ivanova

The ROI of Developer Experience: How a Better CI/CD Tool Pays for Itself

2026-01-22 13:31
🚀 Developer experience (DevEx) is key to engineering performance and business growth. Many teams still rely on outdated CI/CD tools, which can hinder productivity and create inefficiencies. Modern CI/CD platforms enable faster deployment and reduced lead times, driving competitive advantage. Organizations that upgrade their tools see substantial ROI and improved developer satisfaction. Don't let legacy systems hold your team back! #DeveloperExperience #CICD #SoftwareEngineering #Productivity...
Dmitrii Korovin

Drowning in AI slop, cURL ends bug bounties

2026-01-22 13:00
Daniel Steinberg, founder of cURL, is ending the bug bounty program due to overwhelming low-quality submissions, termed "AI slop." He aims to reduce the influx of unreliable reports that hinder the review process. Steinberg has noted a significant decline in submission quality, prompting this decision. He plans to announce further details next week, coinciding with his talk on open source security and AI at FOSDEM. This move highlights ongoing concerns in the tech community regarding the...
Steven J. Vaughan-Nichols

Filesystem snapshots supported on Vercel Sandboxes

2026-01-22 13:00
🚀 Vercel Sandbox introduces filesystem snapshots! You can now capture the complete filesystem state of a running Sandbox. This feature allows you to launch new Sandboxes from existing snapshots, saving time on setup tasks like dependency installations and builds. Key functionalities include: - Creating snapshots with `sandbox.snapshot()` - Launching Sandboxes using snapshots - Reusing snapshots for parallel testing Explore the documentation to learn more! 📚 #Vercel #WebDevelopment #DevTools...
Source: Vercel Blog
Tiago Ventura Loureiro

Introducing Intent-Based Policy Management for Cisco Hybrid Mesh Firewall

2026-01-22 13:00
🚀 Cisco has introduced intent-based policy management for its Hybrid Mesh Firewall, enhancing security across multi-vendor environments. This innovation aims to simplify firewall policy management in complex landscapes, allowing organizations to specify access intent just once. The Mesh Policy Engine automates the implementation across various firewalls, reducing fragmentation and errors. 🔒 Cisco's solution supports both its own firewalls and those from vendors like Palo Alto Networks and...
Murali Rathinasamy

New dashboard navigation available

2026-01-22 13:00
🚀 A new dashboard navigation is now available as an opt-in experience! The redesign features a resizable sidebar, consistent tabs, and improved order for common workflows. Users can switch between team and project views easily, and the mobile navigation is optimized for one-handed use. Try it out today before the full rollout! #DashboardUpdate #UserExperience #NavigationDesign #TechNews #ProductivityTools
Source: Vercel Blog
Mery Kaftar

Testing if "bash is all you need"

2026-01-22 13:00
Ankur Goyal from Braintrust discusses testing the hypothesis that "bash is all you need" for AI agents. They evaluated three agent approaches: SQL, Bash, and Filesystem agents on querying GitHub issues. SQL achieved 100% accuracy, while Bash and Filesystem lagged behind. The results showed that combining SQL and Bash into a hybrid agent improved accuracy and verification. This highlights the importance of evaluating tools to enhance AI performance. 🔍💻📊 #AI #DataAnalysis #TechInsights...
Source: Vercel Blog
Andrew Qu

Monitoring OpenStack and OpenShift together

2026-01-22 08:01
Unlocking the potential of observability in OpenStack and OpenShift is crucial for high-performing organizations. The latest Red Hat OpenStack Services release introduces the Telemetry Operator, simplifying day-2 operations. It allows for customizable observability, offering unified dashboards to monitor your environment effectively. 📊 The Telemetry Operator collects various metrics, including infrastructure and control plane metrics, enhancing your monitoring capabilities. Expect more...
Victoria Martinez de la Cruz, Simon Herlofsson

Headlamp in 2025: Project Highlights

2026-01-22 02:00
🚀 Exciting updates from Headlamp in 2025! Headlamp has officially joined Kubernetes SIG UI, enhancing its integration within the Kubernetes community. The project is reaching more teams and improving workflows through new plugins and features. Key highlights include a new multi-cluster view for easier management, an application-centric "Projects" feature, and an AI Assistant for natural-language queries. Learn more about the improvements and contributions from our talented mentees and...

Driving Industry Outcomes with Partner AI Solutions

2026-01-22 01:00
Generative AI is reshaping team dynamics across multiple industries. Databricks consulting and SI partners are providing ready-to-deploy, industry-specific AI solutions. These advancements are making impacts in financial services, healthcare, retail, manufacturing, and communications. Explore how Partner AI can drive results in your sector! 🚀🤖 #AI #GenerativeAI #Innovation #IndustrySolutions

How Agentforce Runs Secure AI Agents at 11 Million Calls Per Day

2026-01-22 00:52
Meet Sahil Sobti, Lead Software Engineer at Salesforce, who oversees the Developer Access team for Agentforce. 💻 His team manages over 11 million daily agent calls, ensuring secure and reliable interactions. They focus on implementing a robust access layer that protects sensitive data while enabling growth and innovation. 🔒 Sahil emphasizes the importance of coordinating multiple teams to maintain security and functionality as Agentforce evolves. 🚀 #Salesforce #AI #Cybersecurity #Engineering...
Scott Nyberg

As AI supercharges phishing scams, 1Password introduces built-in protection

2026-01-22 00:00
Phishing attacks are on the rise, fueled by AI, making them harder to identify. On average, a phishing attack costs businesses $4.8 million, while individuals risk losing access to their funds and credit. 1Password has introduced a new feature to combat this issue. It alerts users when a URL doesn't match their saved login, preventing unauthorized credential sharing. This feature will be rolled out to individual and family users by default. A recent survey revealed that 89% of Americans have...
info@1password.com (Elaine Atwell)

Fab 2025 Year in Review

2026-01-22 00:00
🚀 In 2025, Fab achieved significant growth by tripling its library and doubling the number of publishers. This expansion has positioned Fab as a key marketplace for real-time 3D creators, catering to industries like gaming and entertainment. Stay tuned for more developments! 🎮✨ #Fab2025 #3DCreation #GamingIndustry #Entertainment #TechGrowth

How financial services companies are building contextual intelligence at scale

2026-01-22 00:00
Leading financial services companies are leveraging data ubiquity to enhance their operations. By embedding intelligence into systems and workflows, they aim for real-time decision-making across areas like fraud prevention and customer experience. This approach focuses on using the right data at the right time, rather than just accumulating more data. As the industry evolves, the importance of shared context among data sources becomes clear. #FinancialServices #DataUbiquity #AI...
Source: Elastic Blog
Karen Mcdermott

Railway raises $100M Series B to Unburden the Builders

2026-01-22 00:00
🚀 Railway has successfully raised $100M to support builders by simplifying software application development. Their mission is to create an intelligent cloud provider that allows users to deploy, scale, and troubleshoot with ease. This aims to reduce the burdens of traditional cloud services. Railway envisions a future where creativity thrives, enabling builders to focus on what truly matters. #TechInnovation #CloudComputing #SoftwareDevelopment #BuildingFuture
Source: Railway Blog

SoDA: Building an agency network from scratch

2026-01-22 00:00
🌍 SoDA highlights how Siberia is transforming its agency network to meet client needs effectively by 2026. The article outlines the strategic restructuring efforts aimed at enhancing service delivery and responsiveness. This proactive approach reflects a strong commitment to adapting to market demands. #AgencyNetwork #BusinessStrategy #ClientNeeds #Siberia #Adaptation
Source: Webflow Blog

SoDA: Case study: Why productization is the future of digital Services

2026-01-22 00:00
Productization is emerging as a key strategy in digital services, challenging the notion that "faster = cheaper." The article explores how this approach emphasizes quality and value over speed, encouraging businesses to rethink their service models. By focusing on productized solutions, companies can enhance customer satisfaction and drive sustainable growth. #DigitalServices #Productization #BusinessStrategy #CustomerSatisfaction #SustainableGrowth 📈💼✨
Source: Webflow Blog

SoDA: How to bend and not break

2026-01-22 00:00
In the article "SoDA: How to bend and not break," the focus is on prioritizing your Most Important Things (MITs) to achieve success. It discusses strategies for maintaining flexibility while pursuing goals, emphasizing the importance of adaptability in challenging situations. The piece encourages readers to identify their MITs and allocate resources effectively to navigate obstacles. Learn more about effective prioritization! 📈💡 #Prioritization #SuccessStrategies #Adaptability...
Source: Webflow Blog

SoDA: How to drive revenue without the constraint of time

2026-01-22 00:00
🚀 Discover how to scale your agency with productized business models! This article explores strategies to drive revenue efficiently, emphasizing the importance of creating standardized services. By streamlining processes, agencies can operate without time constraints. Learn how to implement these methods for sustainable growth. #AgencyGrowth #ProductizedServices #BusinessModel #RevenueStrategies #Efficiency
Source: Webflow Blog

SoDA: The agency evolution: Why now is your opportunity to win the AI Era

2026-01-22 00:00
The article discusses the evolving role of agencies in the AI era. It emphasizes the importance of becoming strategic partners for clients to leverage new technologies effectively. Agencies are encouraged to adapt their strategies and offerings to meet changing client needs. This shift presents an opportunity for growth and innovation. Explore how your agency can thrive in this AI-driven landscape! 🤖✨ #AgencyEvolution #AI #StrategicPartnerships #Innovation #DigitalTransformation
Source: Webflow Blog