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Double the Commits, Double the Pressure Inside GitHub 7-Hour Outage and Azure Pivot.

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GitHub CTO Reveals Surge in AI Code Commits Led to 7-Hour Outage, Accelerates Azure Migration GitHub has published a detailed technical post-mortem addressing its 7-hour major outage on August 17, 2026 . Expanding on initial reports that pointed to an Istio service mesh misconfiguration, GitHub Chief Technology Officer Vlad Fedorov clarified that the root cause was a systemic capacity failure triggered by unprecedented global traffic spikes. Fedorov explained that the incident was a direct continuation of infrastructure challenges highlighted in April. On August 17, incoming traffic reached record-breaking peaks that overwhelmed compute capacity in GitHub’s primary Central US data center region , initiating a cascading failure across interdependent microservices. Restoring the platform proved exceptionally difficult due to tightly coupled architectural dependencies: Cascading Outages: Core services collapsed sequentially as shared routing layers reached resource exhaustion. Thunderi...

OpenAI Acquires InstantDB Team to Build Real-Time Infrastructure for AI Agents.

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OpenAI Acquires Real-Time Database Startup Instant to Power Next-Gen AI Agent Infrastructure OpenAI has officially acquired Instant , the developer behind InstantDB , in an undisclosed all-talent and technology deal aimed at strengthening its back-end infrastructure for autonomous AI agents. As part of the acquisition, the entire Instant engineering team will join OpenAI to focus on building high-throughput, low-latency data architecture tailored for complex agentic workflows. Instant’s flagship product, InstantDB , operates as a real-time Backend-as-a-Service (BaaS) platform designed to handle live data synchronization seamlessly. By providing instantaneous state updates between applications and back-end databases, InstantDB allows developers to build responsive applications where AI agents can query, write, and react to live data streams without latency bottlenecks. Since its launch in 2021, Instant has built a thriving developer community, reporting impressive ecosystem milestones:...

NVIDIA to Raise AI Server Prices by 15%+ as High-Bandwidth Memory Costs Surge.

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NVIDIA Reportedly Raises AI Server Prices by Over 15% Due to Skyrocketing Memory Costs NVIDIA has reportedly notified several of its key enterprise customers that it is raising prices on its high-performance AI server racks by more than 15% . According to a report by Bloomberg , citing sources familiar with the matter, the price hike is primarily driven by escalating costs for ultra-high-bandwidth memory components required to run modern AI workloads. The updated pricing structure will apply to hardware shipments scheduled for delivery starting next year, directly impacting next-generation architecture deployments: Targeted Hardware Platforms: The price adjustments affect upcoming server configurations built on the Grace Blackwell architecture as well as the next-generation Vera Rubin platform. Memory Cost Pressure: Surging demand for advanced High Bandwidth Memory (HBM) chips such as HBM3e and HBM4 has created supply chain bottlenecks, driving up component costs across the indus...

Singapore Polytechnic and Ministry of Manpower Launch CASTLE Lab to Protect 50 SMEs.

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Singapore Launches 'CASTLE' Lab: Free Cybersecurity Audits for SMEs Driven by Student Talent Singapore’s Ministry of Manpower (MOM) , in partnership with Singapore Polytechnic (SP) , has officially launched the Cybersecurity Assessment and Security Operations Centre Training Lab for Enterprises (CASTLE) . This joint initiative provides free vulnerability assessments and security operations services to local Small and Medium-sized Enterprises (SMEs) while offering hands-on, real-world field experience to the next generation of cybersecurity professionals. Under the CASTLE initiative, approximately 540 cybersecurity students enrolled at Singapore Polytechnic will gain direct industry exposure by conducting live vulnerability scans and threat monitoring. The project aims to onboard and support around 50 local SMEs during its initial operational phase. This dual-action framework addresses two major industry hurdles simultaneously: it bridges the severe cybersecurity skills gap b...

India Orders Google to Takedown 57 Firebase Accounts Tied to $2.4B Banking Fraud.

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India Orders Alphabet to Takedown 57 Firebase Accounts Used in Massive $2.4 Billion Banking Scam The Indian government has officially directed Alphabet Inc. to shut down 57 Google Firebase accounts exploited by cybercriminals to orchestrate a $2.4 billion banking fraud scheme. The nationwide crackdown targets malicious applications distributed via Google’s cloud development platform, which impersonated major Indian financial institutions to drain user accounts. The Indian Cyber Crime Coordination Centre issued an urgent directive ordering the immediate purging of rogue databases and websites hosted on Firebase. Investigators revealed that cybercriminals deliberately migrated to Google’s cloud infrastructure to build convincing clones of top-tier banks, including State Bank of India (SBI) , ICICI Bank Ltd. , and Axis Bank Ltd. Cybersecurity researchers warned that once installed, these trojanized banking apps granted attackers near-total remote control over victims' devices inte...

TikTok Settles U.S. Children’s Privacy Lawsuit for $400 Million Ahead of Final Court Review.

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TikTok Reaches $400 Million Settlement with U.S. DOJ to Resolve Children's Privacy Lawsuit TikTok and its parent company ByteDance reached a $400 million settlement on Friday evening to resolve a major U.S. Department of Justice (DOJ) lawsuit alleging violations of children’s online privacy laws. The agreement concludes legal proceedings initiated in 2024, which accused the short-form video platform of illegally collecting data from users under the age of 13 without obtaining verifiable parental consent. The settlement removes a significant legal burden as TikTok continues operating under a newly established U.S. ownership framework: Settlement Payment Schedule: TikTok will pay $400 million upfront , with an additional $100 million set to be disbursed upon the termination of a 2019 Federal Trade Commission (FTC) consent order involving its predecessor app, Musical.ly. Regulatory Context: The original 2019 consent order stemmed from a $5.7 million penalty for similar youth data...

Meta Emerges as One of Azure Biggest AI Clients Alongside OpenAI.

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Meta Emerges as Major Microsoft Azure AI Customer Processing Trillions of Tokens Weekly Social media giant Meta has surfaced as one of the largest enterprise clients for Microsoft’s Azure AI Foundry platform. According to a report by Bloomberg , the parent company of Facebook and Instagram is consuming trillions of AI tokens weekly through Microsoft’s cloud infrastructure. While Meta actively invests tens of billions of dollars into building its own hyper-scale data centers and proprietary hardware, the company selectively leverages external cloud compute for specialized AI workloads. Key applications include: Code Generation & Development: Offloading heavy developer coding tasks to external cloud infrastructure. Model Evaluation & Benchmarking: Utilizing multi-model environments on Azure to rigorously evaluate and benchmark Meta’s in-house open-source AI models (such as the Llama series). The enterprise cloud agreement between Meta and Microsoft is reportedly valued at hu...

Databricks Secures $5B Funding at $190B Valuation as Annual Revenue Reaches $7B.

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Databricks Raises $5 Billion as Valuation Surge to $190 Billion Solidifies Its Enterprise AI Dominance Enterprise data management and artificial intelligence platform Databricks has secured a massive $5 billion in new funding, pushing the startup's valuation to $190 billion . This represents a dramatic surge from its $134 billion valuation recorded in February, underscoring intense investor confidence in enterprise-grade AI infrastructure. According to the latest private market valuations tracked by Crunchbase, Databricks now ranks as the 4th most valuable startup globally , trailing only Anthropic, OpenAI, and ByteDance . Databricks reported that its 12-month trailing annual recurring revenue (ARR) has reached $7 billion . In the second quarter of 2026, the company posted a YoY revenue growth rate exceeding 80% compared to Q2 2025. Driving this financial acceleration is the widespread adoption of its core platform products: Databricks Lakehouse Platform: The company's flag...

The Scramble for Synthetic-Free Data Tech Giants Turn to Rare Books and Corporate Archives.

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The New Frontier of AI Training: Amazon Scraps Rare Books as Google Buys Corporate Archives Recent investigative reports have exposed novel and increasingly aggressive data acquisition strategies by tech giants Amazon and Google , highlighting the industry's relentless scramble for unique real-world datasets to train next-generation AI models. Amazon’s Secret Book-Scanning Warehouse Revealed via AirTag Tracking An investigation by tech outlet 404 Media revealed that thousands of out-of-print, rare books were being anonymously purchased through the online marketplace Biblio . Suspecting a tech firm was behind the mass orders, journalists concealed an Apple AirTag inside a rare book before shipping it out. The tracker led directly to a hidden Amazon facility. Inside the warehouse, workers were documented slicing off book spines and feed-scanning rare volumes page-by-page, destroying the physical copies immediately after digitizing them. An Amazon spokesperson gave a vague respons...

Apple Disbands Dedicated VR Team as John Ternus Pivots Strategy Toward Smart AR Glasses.

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Apple Reportedly Disbands Dedicated VR Team Under CEO John Ternus to Pivot Toward Smart AR Glasses Apple has reportedly laid off its entire virtual reality (VR) development division as part of a strategic reprioritization directed by new CEO John Ternus , who ordered an immediate pause on standalone VR hardware initiatives. The workforce reduction impacted approximately 60 employees within the Apple Vision division the core group responsible for developing the Vision Pro spatial headset. However, sources clarify that the broader Vision Pro project remains active, with cuts isolated specifically to pure VR engineering units. The restructuring aligns with recent industry reports indicating that Apple is deprioritizing heavy spatial computing headsets in favor of lightweight Augmented Reality (AR) smart glasses . Consequently, long-standing rumors regarding a scaled-down, lower-cost "Vision Pro SE" variant have quietly faded from product roadmaps. To preserve key software inv...

Slack Code Debuts Bring Claude, Copilot, and Devin into Shared Team Channels.

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Slack Launches 'Slack Code': Collaborative AI Coding Spaces for Teams Slack has officially introduced Slack Code , a new collaborative feature that embeds autonomous AI coding agents directly into dedicated team chat channels. Designed to turn isolated developer tasks into shared team experiences, the tool allows engineers to write, review, preview, and edit code alongside AI agents within a unified workspace. When a team member prompts an AI coding agent anywhere in a conversation, Slack automatically creates a specialized coding sub-channel to track the project via a dedicated tab interface. This centralized environment enables human team members to monitor live output, inspect generated code blocks, leave comments, and grant final execution approvals before changes are committed. Slack Code features broad cross-platform interoperability, supporting major industry AI models and developer tools out of the box, including Claude, Devin, GitHub Copilot, ChatGPT, and Vercel . The...