India Adopting Pragmatic Approach to Regulate AI: IAIRO
India is charting a pragmatic AI regulatory path that steers between the United States' loosely‑controlled environment and the European Union's stringent compliance regime. IAIRO founder Amit Sheth says the framework will nurture innovation while protecting users, focusing on high‑value, sector‑specific AI rather than capital‑intensive consumer models. The organization is building the IndiaAI platform to deliver compact, task‑oriented models for domains such as healthcare, agriculture, finance and climate. Strengthening a deep talent pipeline and domestic IP is presented as essential for sovereign AI growth.
Will 2026 Be the Year of Data Center Restructuring?
Edge computing is accelerating, prompting a shift from centralized data centers to distributed micro data centers at the edge. Grand View Research forecasts the U.S. edge‑computing market to hit $327.79 billion by 2033, growing at a 33 % CAGR. This restructuring creates...
Architecting for AI-Driven Growth
New York Life Group Benefit Solutions (GBS) frames AI as a strategic lever rather than a quick fix, emphasizing that sustainable growth stems from modernizing data, applications, and infrastructure first. A decade‑long investment in these foundations now enables the insurer...
AND Digital Fuels US Expansion with New Leadership Appointment
AND Digital announced Catherine Rousseau as Technical Solutions Director to accelerate its U.S. expansion and strengthen AI‑enabled digital transformation services. Rousseau joins from Valsoft, where she led an AI business unit, and will define technical strategy, solution design, and architectural...
Open Source Isn’t Altruism. It’s How You Avoid Getting Surprised
The author reframes open source from an altruistic movement to a strategic risk‑management tool. The Terraform license change at HashiCorp sparked a swift community fork, OpenTofu, exposing how vendor‑controlled projects can surprise users. This episode highlighted the importance of transparent...
Cloud Architects Earn the Highest Salaries
Cloud architects remain the most in‑demand cloud role, commanding total compensation often exceeding $200,000. Their core value lies in translating business intent into secure, cost‑controlled designs that scale across dozens of teams. While many organizations can spin up workloads quickly,...
From AI Skepticism to New SRE Perspective in One Year
Less than a year ago, Fred and I gave the closing keynote at SRECon25. I can hardly connect with the way I felt back then, or the pitch I made for why skeptical SREs should engage with AI. If I was...
Governance Is the Real Differentiator in AI-Led Lending: Markandey Upadhyay, Piramal Finance
AI governance is emerging as the key differentiator for Indian NBFCs, according to Piramal Finance’s Chief Data & Analytics Officer Markandey Upadhyay. Piramal has built an AI‑native operating model that embeds unified data, agentic decision systems, and risk‑specific scorecards across...
Human‑AI Collaboration Unlocks Exponential Work Transformation
I didn't write this to add to the noise about AI replacing jobs. I wrote it because the real story...human + AI achieving things neither can alone...needs to be the real story. "Work Reimagined" is a blueprint for exponential performance...
Supporting Additional Payment Methods for Agentic Commerce
Stripe announced expanded support for its Shared Payment Tokens (SPTs) to include Mastercard Agent Pay, Visa Intelligent Commerce, and buy‑now‑pay‑later providers Affirm and Klarna. The new capabilities let AI‑driven agents initiate payments using network‑issued tokens and BNPL options without exposing...
Tess AI Raises $5M to Expand Enterprise Agent Orchestration Platform
Tess AI announced a $5 million seed round to scale its enterprise agent orchestration platform, which replaces traditional seat‑based software with autonomous AI agents that execute operational tasks. The platform integrates over 200 AI models and can handle up to 40...
Claude’s Free Plan Can Now Remember You
Anthropic has extended Claude's memory feature to its free tier, allowing users to import conversation histories from other AI services. The memory tool automatically captures context, can be edited manually, and can be disabled for privacy. Free‑plan adoption has surged...
Telstra Pushes Forward with Agentic AI Plans
Telstra is set to launch a production pilot of its agentic AI solution within six weeks, led by its customer sales and commerce engineering group. The pilot builds on a nine‑month exploration of Salesforce’s Agentforce and a joint venture with...
AWS Step Functions + AI: Smarter Orchestration in Modern Applications
AWS Step Functions is now tightly integrated with generative AI services such as Amazon Bedrock, giving developers a low‑code, visual platform to orchestrate complex, multi‑step AI workflows. By externalizing state, retries, and error handling, the service transforms monolithic Lambda implementations...
Data Centres in Space: Less Crazy than You Think
Tech giants are exploring space‑based data centres to power AI workloads. Elon Musk predicts feasibility within two to three years, while OpenAI’s Sam Altman dismisses the idea as premature. Google plans a test launch next year, and former Google CEO...
Investing in Infrastructure: Meta’s Renewed Commitment to Jemalloc
Meta announced a renewed focus on jemalloc, the high‑performance memory allocator that underpins its infrastructure. The company has unarchived the open‑source repository and outlined a roadmap to cut technical debt, modernize the codebase, and add features such as a stronger...
Instant Access Incremental Snapshots: Restore without Waiting
Microsoft Azure now offers instant‑access incremental snapshots for Premium SSD v2 and Ultra Disk, enabling disks to be restored the moment a snapshot is created. The feature eliminates the traditional copy‑and‑hydrate delay, delivering near‑full performance from the first I/O. Customers...
Kubernetes for DevOps Engineers: Mastering Modern Patterns
Kubernetes 1.35, released December 2025, deprecates cgroups v1 and retires the community‑maintained Ingress‑NGINX project, forcing a shift to the Gateway API for service exposure. The release also drops IPVS in favor of nftables, mandates containerd 2.0, and promotes in‑place vertical pod scaling as...
AI‑generated Code Speeds Delivery, but Reliability Suffers
On one end, the Anthropic team is a massive user of AI to write code (80%+ of all code deployed is written by Claude Code). They ship amazingly fast. On the other hand, seeing these beyond terrible reliability numbers suggests there...
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Quantum-Resistant Data Diode Secures Sensitive Data on Edge Devices, Critical Systems
Forward Edge‑AI unveiled Isidore Quantum, a palm‑sized data diode that enforces one‑way data flow while encrypting traffic with post‑quantum algorithms such as ML‑KEM and ML‑DSA. The device, co‑developed with the U.S. government and Microsoft, delivers sub‑0.5 ms latency and up to...
KubeCon + CloudNativeCon Europe 2026 Co-Located Event Deep Dive: Kubernetes on Edge Day
Kubernetes on Edge Day returns to KubeCon + CloudNativeCon Europe 2026, spotlighting how Kubernetes is deployed beyond data centers into resource‑constrained, distributed environments. Since its 2022 debut, the co‑located event has grown alongside the edge ecosystem, now featuring AI, telco, data, and...
Ericsson Maps Out the Road to Fully Commercial 6G Networks at MWC 2026
Ericsson announced that commercial 6G networks are slated for rollout toward the end of this decade, positioning the technology as "intelligence" rather than merely a carrier for AI. Marie Hogan highlighted the surge in AI agents, autonomous devices, and data‑intensive...
Buyer’s Guide: Comparing the Leading Cloud Data Platforms
The buyer’s guide evaluates the five dominant cloud data platforms—Databricks, Snowflake, Amazon Redshift, Google BigQuery, and Microsoft Fabric—highlighting their architectures, AI integrations, deployment models, and pricing structures. Databricks champions the lakehouse model with generative AI and open formats, while Snowflake...
Google’s Newest AI Agents Bring Telcos a Step Closer to Autonomous Network Operations
Google unveiled new AI agents at MWC Barcelona aimed at autonomous network operations for telcos. The agents work with dynamic digital twins—temporal graphs of live physical and logical network states—to predict behavior and test upgrades. Google also open‑sourced its telco...
AFCA Brings in Ex-Beyond Bank CIO
The Australian Financial Complaints Authority (AFCA) has appointed former Beyond Bank CIO Stevie‑Ann Dovico as its inaugural chief technology officer. AFCA is confronting record‑high complaint volumes and seeks to modernise its digital workflows, improve accessibility, and handle the sustained surge...
Modernizing with Agile SASE: A Cloudflare One Blog Takeover
Cloudflare announced a series of technical deep‑dives this week to showcase its agile SASE platform, Cloudflare One, as a solution to the growing fragmentation of legacy VPNs and hardware firewalls. The blog takeover emphasizes a single‑pass architecture that runs security...
The Truly Programmable SASE Platform
Cloudflare positions its One platform as a truly programmable SASE solution, leveraging a global network that reaches over 330 cities and sits within 50 ms of 95% of internet users. The company differentiates its offering by embedding edge‑run Workers directly into...
No Need for Ctrl+C when You Have MCP
In this episode, Ryan Donovan interviews David Soria Parra, co‑creator of the Model Context Protocol (MCP) and a technical staff member at Anthropic. They discuss the origin of MCP as a solution to the copy‑paste friction when using LLMs, its evolution...
Officeworks Builds on Its Salesforce Core
Officeworks is modernising its 12‑year‑old Salesforce platform by adding Revenue Cloud CPQ, Data 360, and the low‑code Agentforce AI assistant. The upgrades aim to streamline quote‑to‑cash processes, provide actionable B2B data, and empower call‑centre staff with an FAQ bot. The retailer...
Monjur Introduces Monjur Pilot AI-Powered Legal Assistant For MSPs
Monjur, a Texas‑based legal‑tech firm, launched Monjur Pilot, an AI‑powered legal assistant designed for managed service providers (MSPs). The solution combines large language models with a retrieval‑augmented generation (RAG) framework and a proprietary confidence‑scoring system to answer contract questions, redline...
Observability, Control Flow, Interruption: Key to Safe Agent Orchestration
Terrific thread on agent orchestration architectures. "If an agent started making confident but wrong decisions, how many actions would execute before I could stop it?" The three magic words are "observability", "control flow ownership", and "interruption".
Senior Engineers Champion Junior Hiring, Not Execs
Terrific new paper in the ACM from @shanselman and Mark Russinovich, proposing an apprenticeship model for junior engineers. https://t.co/XnQcH3emkj I'll add one thing. At every place that I have seen start hiring junior engineers in the last few years, that charge...
New Databricks Offering Targets Next-Generation Data Streaming
Databricks launched Zerobus Ingest, a fully managed serverless streaming service that moves data directly into Delta Lake tables. The platform streams data from sources such as manufacturing systems, financial trading apps, IoT devices, and cybersecurity tools. It promises sub‑five‑second latency,...
Replace Functionality One‑for‑one Before Adding Features
Migrating systems? Focus on replacing existing functionality one-for-one before adding new features. This phased approach ensures a smoother transition and allows for innovation later. #TechMigration #SystemUpgrade https://t.co/hQN18iMJ1F
Sam Altman Aims to 'Help De-Escalate' Tensions with Pentagon as OpenAI Employees Voice Support for Anthropic
OpenAI CEO Sam Altman sent an internal memo urging the company to help de‑escalate the growing dispute between rival Anthropic and the U.S. Department of Defense. Anthropic faces a Friday 5:01 p.m. ET deadline to decide whether to grant the Pentagon...
FinOps for Agents: Loop Limits, Tool-Call Caps and the New Unit Economics of Agentic SaaS
The article introduces FinOps for agents, a discipline that treats AI cognition costs as a reliability metric in agentic SaaS. It outlines how loops, tool‑calls, and token usage can explode variable spend and erode gross margin. By defining guardrails such...
The AI Boom Is Turning Flash Storage Into a Critical Infrastructure Battleground
The surge in generative AI models has created a flash storage shortage that even the largest cloud providers cannot easily resolve. Industry leaders like Vast Data and Solidigm warn the constraint will persist through mid‑2026, forcing enterprises to rethink capacity...
What Secure Digital Work Looks Like Next: Omnissa CEO Takes the Stage at IGEL Now & Next Miami 2026
Omnissa CEO Shankar Iyer will headline IGEL Now & Next Miami 2026, showcasing the company’s AI‑driven digital work platform that merges endpoint management, virtual desktops and security into a single control plane. The platform is positioned as a frictionless, adaptive...
KubeCon + CloudNativeCon Europe 2026 Co-Located Event Deep Dive: BackstageCon
BackstageCon, the dedicated conference for the Backstage developer portal, returns as a co‑located event at KubeCon + CloudNativeCon Europe 2026. The program emphasizes AI‑enabled platform engineering, showcasing sessions on managing AI software catalogs, integrating Kubeflow, and extending Backstage with runtime...
How Boston Is Transforming Its Outdated 311 System
Boston is overhauling its legacy 311 non‑emergency service platform, replacing the 2008 CRM with a cloud‑based, low‑code solution from Creatio and implementation partner Keen360. The new system already tracks informational calls, which represent over half of request volume, and aims...
Big Cloud Still Runs Most Containers on VMs; What Does that Mean for the Rest of Us?
Analyst firm ReveCom found that the world’s largest cloud providers—AWS, Azure, Google Cloud, and DigitalOcean—deploy the overwhelming majority of their containerized workloads on virtual machines rather than on bare‑metal servers. Benchmark data shows VM‑hosted containers achieve roughly 99 % of bare‑metal...
Master System Design with 15 Essential Case Studies
If you want to become good at system design, learn these 15 case studies (save this now):
Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration
The article outlines how Azure Databricks and Azure Machine Learning can be tightly integrated to create a unified intelligence pipeline. Databricks handles large‑scale data ingestion, cleaning, and feature engineering using Spark and Delta Lake, while Azure ML supplies model versioning,...
The Reliability Cost of Default Timeouts
A recent outage showed that infinite default HTTP timeouts let slow downstream calls consume resources until user‑perceived latency caused revenue loss. The Product Service waited indefinitely for a currency API, saturating thread pools and cascading delays across unrelated requests. Fixing...
We’re About to Turn Night Into Day. Is that a Good Idea?
The FCC is reviewing proposals to launch orbital mirrors that would reflect sunlight onto cities, effectively turning night into day, while SpaceX is eyeing a constellation of up to a million satellites to serve as floating data centers. Proponents claim...
ATSC Appoints Anil Bhardwaj Tech, Strategy Director For India
ATSC has named Indian broadcast veteran Anil Bhardwaj as its Technology & Strategy Director for India and Emerging Markets, reinforcing the group’s push for next‑generation standards. Bhardwaj will lead ATSC’s engagement with the Telecommunications Standards Development Society of India (TSDSI) and...
Lion's Group Technology Director to Leave
Lion’s group technology and digital transformation director Ram Kalyanasundaram will leave after nearly 15 years, passing the role to current digital and data chief Robb Simpson, who will now also oversee technology. The company said the change creates a single digital‑technology leader...
AWS Bedrock Vs. SageMaker: Choosing the Right GenAI Stack in 2026
By 2026 Amazon Bedrock has evolved into a serverless platform that delivers managed agents, built‑in Retrieval‑Augmented Generation and guardrails, while Amazon SageMaker remains the full‑stack workbench for custom model training, massive‑scale distributed jobs and hardware‑optimized inference. Bedrock now supports fine‑tuning...
Digital Transformation at Santander: How Platform Engineering Is Revolutionizing Cloud Infrastructure
Santander launched Catalyst, a platform‑engineering solution built with AWS, to overhaul its cloud infrastructure. The initiative replaces a 90‑day manual provisioning process with an automated, Kubernetes‑based control plane that leverages Crossplane, ArgoCD, and OPA. By consolidating over 100 pipelines, Catalyst...
The Pulse: Cloudflare Rewrites Next.js as AI Rewrites Commercial Open Source
Cloudflare announced it has completely rewritten the popular React framework Next.js in just one week. The effort was carried out by a single developer who relied on AI assistance, spending only $1,100 in token credits. The rapid rewrite showcases how...