Anup Karanjkar

Claude Code manages context through six distinct strategies that work together: token counting, auto-compact, reactive compact, context collapse, snip, and micro-compact. Here is exactly how each one works, when it triggers, and how to control the behavior for maximum productivity.

Most AI image prompts produce generic, forgettable output because they miss the techniques that actually matter. Here are 10 progressively more creative prompts — from surreal photography to impossible architecture to a recursive mind-bender at #10 — each one copy-paste ready with a full breakdown of why it works.

Meta Superintelligence Labs just released Muse Spark, the company's first proprietary frontier AI model under Alexandr Wang. It features a novel Contemplating mode using parallel agents, leads every model on health benchmarks, and will roll out to 3 billion users across WhatsApp, Instagram, and Facebook.

In the first 90 days of 2026, venture capitalists invested $300 billion globally — a record never reached in a single quarter. AI captured $242 billion of that, representing 81 percent of all funding on earth. Here is exactly where the money went and what it means for developers building on these platforms.

A neuro-symbolic AI system has achieved 95% accuracy on a demanding robotic planning task — versus 34% for standard deep learning — while using just 1% of the training energy and 5% of the operating energy. Here is why this architectural breakthrough matters far beyond the lab.

During National Robotics Week 2026, NVIDIA released Cosmos Reason 2 and GR00T N1.6 — the latest physical AI models powering humanoid robots. Here’s every new model, tool, and partner in one guide.

You can build a functional AI agent — one that reads files, searches the web, executes tasks, and handles errors gracefully — in 30 minutes with the Claude API and Model Context Protocol. This is the complete tutorial with working Python and TypeScript code, the agent loop architecture, system prompt design, tool definitions, and deployment to production.

Meta Superintelligence Labs released Muse Spark on April 8, 2026 — the first proprietary model under Alexandr Wang. It uses a technique called thought compression to achieve frontier-level reasoning at a fraction of the compute cost. On Humanity's Last Exam, it scores 50.2, beating Gemini 3.1 Deep Think and GPT-5.4 Pro. Here is what it does, how it works, and what developers should do about it.

Q1 2026 saw $242 billion flow into AI — a 4x increase over Q1 2025's $59.6 billion. Anthropic closed a $30B Series G at $380B valuation, OpenAI raised $122B, and Meta committed $115-135B in capex. The capital concentration is unprecedented, and the opportunities for individual developers have never been more asymmetric. Here is where the money went, what it is building, and how to position yoursel

On April 9, 2026, Anthropic released the Advisor Strategy — a new API pattern where Sonnet 4.6 silently consults Opus 4.6 on hard decisions during agentic tasks. The result: 74.8% on SWE-bench Multilingual (up from 72.1%) at 11.9% lower cost than pure Opus. Here is how it works and how to implement it today.

Anthropic launched Claude Managed Agents on April 8, 2026 — a cloud platform that absorbs the hardest parts of production agent infrastructure: sandboxing, session persistence, credential isolation, and error recovery. Here is everything developers need to know to get from zero to production today.

Most AI agent tutorials leave you with a single working demo and a mountain of questions about production. Starter kits solve that — they give you ready-to-run templates, verified prompts, pre-configured MCP servers, and multi-agent orchestration code you can deploy immediately. Here is the honest breakdown of what we tested, what works, and which kit matches your situation.

OpenAI's April 2026 announcement marks a strategic shift: enterprise now accounts for over 40% of revenue, the Frontier agent management platform is live, and Codex has surpassed 3 million weekly active users. Here is what it means for developers and businesses building on OpenAI's stack.

Microsoft released the Agent Governance Toolkit on April 3, 2026 — the first open-source framework to address all 10 OWASP Agentic AI risks with sub-millisecond policy enforcement. Here is what it does, how the seven packages work, and why every team shipping autonomous agents should be paying attention.

OpenAI's next frontier model, internally codenamed 'Spud', completed pretraining on March 24, 2026 and is expected to launch before May 5. Here is everything confirmed, credibly leaked, and reasonably inferred about the model that may ship as GPT-5.5 or GPT-6.

Google's Gemini 3.1 Ultra launched with a 2 million token context window — the largest ever shipped in a production API. Here is what it actually means for developers: the practical measurements, the five use cases that were impossible before, the cost math, and how to use context caching to keep your bills under control.