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Soumit Salman Rahman

Four Forces Reshape Career Growth

Four Forces Reshape Career Growth

The career‑growth landscape is being reshaped by four convergent forces: (1) rapid AI‑driven automation, (2) a surge in demand for “hybrid” human‑AI roles, (3) a measurable shift toward older, experience‑rich talent, and (4) systemic misalignment between performance reviews and promotion pathways. Automation Velocity and Skill Realignment

US DOJ Seizes $15B Bitcoin, Amplifies Dark‑Web NDR Adoption

US DOJ Seizes $15B Bitcoin, Amplifies Dark‑Web NDR Adoption

In the past month the cyber‑security landscape has produced a convergence of three high‑impact developments that illustrate the escalating speed, scale, and sophistication of digital threats: a historic $15 billion Bitcoin forfeiture tied to a transnational fraud and forced‑labor ring, a rapid‑deployment wave of Network Detection

Consumer Spending Outlook: Holiday Prices Skyrocket, Spending Contracts amid AI-Driven Retail and Banking Boom

Consumer Spending Outlook: Holiday Prices Skyrocket, Spending Contracts amid AI-Driven Retail and Banking Boom

MetricCurrent ValuePrior Reference Expected holiday‑price rise77 %69 % (2024) Planned holiday spend (average)$1,595$1,778 (2024) Core CPI (annual)2.9 %8.3 % (Aug 2022) Grocery‑price growth YoY+2 %– Rent YoY+27 %– Price‑expectation scores have risen 8 percentage points year‑over‑year while average holiday spend

MCP, Code Generation and Hybrid Cloud Drive 20% Efficiency Gains

MCP, Code Generation and Hybrid Cloud Drive 20% Efficiency Gains

Over the past twelve months the software‑engineering landscape has coalesced around three interlocking capabilities—standardised agentic workflows via the Model‑Context Protocol (MCP), AI‑assisted code generation integrated directly into IDEs, and unified hybrid‑cloud infrastructure that delivers consistent security and governance across legacy and modern workloads. The confluence

Federal Agencies Lose 800,000 Jobs, ICE Invades, AI Races During Shutdown

Federal Agencies Lose 800,000 Jobs, ICE Invades, AI Races During Shutdown

In the past three weeks the federal apparatus has been subjected to simultaneous contraction, enforcement expansion, and institutional strain. Workforce contraction under the shutdown The shutdown has already forced ≈ 800 000 civilian employees—about 54 % of the federal workforce—into furlough or reduction‑in‑force (RIF) status. Within three weeks,

AI Adoption Accelerates: 700M Users, Enterprise AI Resilience Gains

AI Adoption Accelerates: 700M Users, Enterprise AI Resilience Gains

In United States, ChatGPT's weekly active users surpassed 700 million by mid‑2025. Parallel to that, 67 % of North‑American CEOs now rank AI as essential for competitive survival, and 73 % of marketing teams rely on generative tools for campaign creation. These macro metrics establish a baseline from

Enterprise DevOps‑CloudOps Unify via AI‑Powered Pipelines

Enterprise DevOps‑CloudOps Unify via AI‑Powered Pipelines

Key Quantitative Drivers MetricObserved ValueImplication for DCOps AI‑assistant adoption (dev teams)98 % (LeadDev AI impact report)AI becomes the de‑facto middleware linking code, IaC, and runtime. Daily AI‑assistant usage (developers)90 % (DORA 2025)Standardized output formats (PR templates, Terraform snippets) enable seamless hand‑off. Time‑to‑production