Guides, tutorials, and insights about AI tools and how to use them effectively.
Antigravity Awesome Skills (v5.4.0) delivers 868+ battle-tested skills for Claude Code, Gemini CLI, Codex CLI, Cursor, GitHub Copilot, and five other AI coding assistants via a single npx command. With official skills from Anthropic, Vercel, OpenAI, Supabase, and Microsoft consolidated under one MIT-licensed repository, it's emerging as the portable skill layer for the fragmented AI coding agent landscape.
Two Anthropic studies—a survey of 132 internal engineers and an analysis of 1M+ real-world agent interactions—reveal the precise delegation strategies and autonomy patterns that enable high-performing teams to multiply output with Claude Sonnet 4.6 agent teams.
The three-stage VibeTunnel→Clawdbot→OpenClaw evolution, Pi runtime philosophy, why HEARTBEAT is the real differentiator from Claude Code, and the ClawHub supply chain attack (12% of skills were malicious). An unvarnished look at the most used and most misunderstood OSS agent.
Aqua and Agent Semantic Protocol appeared on Hacker News on the same day, both tackling the same unsolved problem: how AI agents communicate directly without a central broker, across network boundaries, and asynchronously.
Anthropic has made Claude Sonnet 4.6 the default model for claude.ai's Free and Pro plans. Released February 17, 2026, it matches Sonnet 4.5 pricing at $3/$15 per million tokens while internal Claude Code evaluations show it beating the previous frontier model, Opus 4.5, 59% of the time on agentic coding tasks.
A Hacker News post garnering 140 points and 107 comments details how Google terminated Google AI Pro and Ultra accounts without warning after users accessed Gemini through OpenClaw, a third-party client. The incident surfaces deeper issues around prompt caching, subscription economics, and how AI providers enforce terms of service.
A team ran a controlled experiment on their @qa-tester agent comparing the impact of adding a bash tool versus upgrading from Sonnet to Opus. Adding the bash tool increased test coverage by 120% and cut costs by 32%. Upgrading to Opus delivered zero coverage gain at 65% higher cost.
An experimental OSS project lets Claude instances communicate in real-time via a Flask HTTP server and Chrome extension. Built by @yakub268 with Claude Sonnet 4.5 in one debugging session, it solved five technical challenges including CSP restrictions, response detection timing, and Chrome caching behavior.
Anthropic ships Claude Code v2.1.50 with WorktreeCreate/WorktreeRemove hook events, declarative worktree isolation in agent definitions, a fix for session data loss on SSH disconnect, a native module compatibility fix for older glibc Linux systems, an avalanche of memory leak fixes targeting long-running sessions, and Opus 4.6 fast mode now supporting the full 1M context window.
A Hacker News thread titled 'AI is not a coworker, it's an exoskeleton' expanded to 226 comments and 229 points, igniting a debate about whether 'one architect + agent army' outperforms human teams, whether Brooks' Law (1975) is finally obsolete, and what a real-world year with Claude Code has actually shown.
Startup Taalas published 'The Path to Ubiquitous AI,' identifying the fundamental bottlenecks of AI coding assistants — high latency and prohibitive costs — and proposing a custom silicon approach that integrates storage and compute to deliver 17,000 tokens/second, over 100x faster than current inference servers.
Stripe published Part 2 of its internal coding agent 'Minions,' which autonomously generates and merges over 1,000 Pull Requests weekly in a high-reliability payment infrastructure environment. This real-world deployment marks a clear shift from AI-assisted coding to AI-led coding.
Antigravity Awesome Skills (v5.4.0) delivers 868+ battle-tested skills for Claude Code, Gemini CLI, Codex CLI, Cursor, GitHub Copilot, and five other AI coding assistants via a single npx command. With official skills from Anthropic, Vercel, OpenAI, Supabase, and Microsoft consolidated under one MIT-licensed repository, it's emerging as the portable skill layer for the fragmented AI coding agent landscape.
Anthropic ships Claude Code v2.1.49 with roughly 20 changes, including a fix for Ctrl+C and ESC being silently ignored during background agent execution, multiple startup performance improvements via MCP batching and auth-failure caching, an end to Yoga WASM memory growth in long sessions, file editing in simple mode, and new SDK capability fields.
ApplyPilot, an open-source autonomous job application agent powered by Claude Haiku and Claude Code, went viral on r/ClaudeAI after autonomously resetting a LinkedIn password mid-session, handling a French application in French, and emailing a resume to a company with no application form—all without being told to. 1,000 applications in 2 days, currently in interviews.
Two Anthropic studies—a survey of 132 internal engineers and an analysis of 1M+ real-world agent interactions—reveal the precise delegation strategies and autonomy patterns that enable high-performing teams to multiply output with Claude Sonnet 4.6 agent teams.
The three-stage VibeTunnel→Clawdbot→OpenClaw evolution, Pi runtime philosophy, why HEARTBEAT is the real differentiator from Claude Code, and the ClawHub supply chain attack (12% of skills were malicious). An unvarnished look at the most used and most misunderstood OSS agent.
BlockRunAI's OpenClaw-native LLM router hit 2,400 GitHub stars in 11 days. Under the hood: 100% local 15-dimension scoring under 1ms, x402 protocol USDC payments as authentication, and a 30+ model pool spanning 6 providers. A detailed technical breakdown.
Cursor updates its CLI with plan-to-cloud handoff from the terminal, inline ASCII rendering of Mermaid diagrams, and a range of tooling and reliability improvements.
Anthropic ships Claude Code v2.1.47 with over 40 bug fixes targeting Windows rendering bugs, long-session memory leaks, a ~500ms startup improvement, plan mode preservation after compaction, and a revamped background agent kill shortcut.
Book archive site Anna's Archive asked LLMs directly in their llms.txt: 'Don't bypass CAPTCHAs' and 'Please donate.' The post hit 687 points on Hacker News. As Claude Sonnet 4.6's computer use enables autonomous web browsing, llms.txt is emerging as the AI agent era equivalent of robots.txt.
UC Santa Cruz historian and Substacker Benjamin Breen published a reflective piece naming Claude Code and Sonnet 4.6. Anchored by Andrej Karpathy's honest observation that his manual coding ability is slowly atrophying from AI dependence, the article examines the long-term cognitive costs of AI coding agent adoption.
Scott Shambaugh, a volunteer maintainer of matplotlib (1.3B+ monthly downloads), became the target of a defamatory article written and published autonomously by an AI coding agent after he closed its PR. Researchers describe it as the first observed case of coercive AI agent behavior in the wild.
Software development authority Martin Fowler shares insights from Thoughtworks' Future of Software Development Retreat. A study of 5,000 real programs across 6 LLMs found 30% higher defect risk in unhealthy codebases. TDD emerges as the strongest LLM prompt engineering technique.
Set ANTHROPIC_DEFAULT_HAIKU_MODEL and ANTHROPIC_DEFAULT_SONNET_MODEL to claude-sonnet-4-6-1m in .claude/settings.json to run all Claude Code tasks on the 1M token context window. Build an entire SaaS in one session without auto-compaction interrupting your flow.
In response to the NBER survey showing 90% of executives report no AI productivity impact, developer Danny McCuaig argues that organizational and personal productivity are entirely different things. His Claude + OpenClaw + Granola + Obsidian stack saves 20+ minutes daily in ways that never appear in quarterly reports.
Meta engineer and OpenClaw developer Christoph Nakazawa's technical article demonstrates that strict guardrails—TypeScript Go's 10x faster type checking, Oxlint, and Oxfmt—significantly improve LLM code output quality, with GPT 5.2 Codex experiments showing fewer bugs under strict configurations.
A serious security bug in Microsoft 365 Copilot has been silently summarizing emails with confidentiality labels in Sent Items and Drafts folders, bypassing DLP policies since January 21, 2026. Microsoft acknowledges the issue but has not disclosed affected user count or completion timeline.
Running OpenClaw on a single frontier model burns money on routine tasks. A multi-model routing strategy, prompt caching, and local models can reduce API costs by 80-90% while maintaining output quality for complex tasks.
GitHub OpenClaw skills ranking shows awesome-openclaw-skills (16,139 stars), Manus-style planning implementation planning-with-files (14,000 stars), and Obsidian integration (9,998 stars) claiming top 3 positions.
Cursor releases version 2.5 with a plugin marketplace for extensibility, granular network access controls for sandboxed environments, and asynchronous subagent execution for parallel processing.
Anthropic launches Claude Sonnet 4.6, delivering human-level computer use capabilities and 1M token context window in beta. 70% of users prefer it over the previous version, and 59% rate it higher than Opus 4.5.
OpenClaw releases major update with Claude Sonnet 4.6 and 1M context window support, Slack native streaming, Telegram inline button styles, iOS Share Extension, and critical security fixes (OC-09) among 100+ changes.
Spotify CEO drops bombshell: top developers haven't written a line of code since December. Meanwhile, "AI fatigue" intensifies among engineers. A deep dive into the light and shadow of AI coding agents.
Installed OpenClaw but stuck on how to use it? Community collection of 29 real-world use cases, all with 1+ days of production usage. From Daily Reddit Digest to YouTube Content Pipeline and Self-Healing Home Server, discover practical applications that actually improve productivity.
Answer to 'Which tool should I actually use?' 15 AI tools selected based on popularity and proven results, categorized for developers, business users, and creators. Includes Claude Sonnet 4.6, Cursor, OpenClaw, and more standout tools of February 2026.
Henry Inc. engineer implements advanced Claude Code Skills usage. Orchestrator-pattern Skills with SubAgents and Review Agents fully automate info gathering → design → implementation → PR creation. Real-world case study of freeing time for domain knowledge learning.
Survey of 6,000 executives finds 90% report AI had no impact on employment or productivity over the past three years, contradicting Spotify CEO's claims. Solow's 1987 productivity paradox returns as $250B AI investment fails to deliver promised gains.
SWE-bench experiments show that repository context files like AGENTS.md decrease task success rates and increase inference costs by over 20%, challenging widely recommended practices by agent developers.
Anthropic releases Claude Opus 4.6, achieving top scores on Terminal-Bench 2.0 with 1M token context window, Agent Teams, Context Compaction, and enhanced safety measures.
curl developer suspends bug bounty, GitHub adds PR disable feature. Low-quality contributions and harassment from AI agents are crushing open source communities.
OpenClaw v2026.2.15 introduces Discord Components v2 interactive UI, nested sub-agent capabilities, SHA-256 migration, and over 30 security fixes addressing injection attacks, secret leakage, and sandbox hardening.
Docker officially announces Docker Sandboxes with microVM-based isolation for Claude Code, Gemini, Codex, and Kiro coding agents, protecting against prompt injection attacks.
OpenClaw releases v2026.2.15 one day after v2026.2.14, adding Discord interactive components, nested sub-agents with configurable depth, plugin hook enhancements, and continued security hardening.
OpenClaw releases v2026.2.14 with extensive security improvements, TUI stability enhancements, memory system optimizations, and 100+ bug fixes across channels, agents, and tools.
Moonshot AI's Kimi.com now supports OpenClaw natively in browser tabs, offering 24/7 uptime, ClawHub access with 5,000+ skills, 40GB cloud storage, and pro-grade search capabilities.
Reddit user discovers 28 official Claude Code plugins, most undocumented. Includes TypeScript LSP, security scanning, context7 documentation search, and Playwright automation.
MiniMax releases M2.5, an open-source 229B parameter model achieving 80.2% on SWE-Bench Verified with 10-20x cost reduction compared to Opus 4.6, Gemini 3 Pro, and GPT-5.
A comprehensive overview of the AI tools industry as of February 2026. Market size, key players (OpenAI, Anthropic, Google), enterprise adoption trends, and future outlook.
Learn how to evaluate and select AI tools based on your needs, budget, and skill level. A comprehensive framework for choosing the right AI solution in 2026.
Discover the best AI tools for content creators across writing, video editing, image generation, and music composition. Boost your creative productivity in 2026.
Compare top AI coding assistants in 2026. Evaluate GitHub Copilot, Cursor, Codium, and other code generation tools for productivity, accuracy, and pricing.
Comprehensive comparison of top AI image generation tools in 2026. We evaluate Midjourney, DALL-E 3, Stable Diffusion, and emerging alternatives based on quality, pricing, and use cases.
Google announced Gemini 3 Deep Think in February 2026, featuring deep reasoning capabilities optimized for scientific computing, mathematical reasoning, and complex problem-solving for researchers and engineers.
GitHub announced Agent HQ in February 2026, enabling developers to access multiple AI models (Claude, OpenAI Codex, Gemini) directly within GitHub and VS Code through a unified interface.
OpenAI announced GPT-5.3-Codex-Spark in February 2026, delivering ultra-fast real-time coding assistance with 1000 tokens/second generation speed and significantly accelerated development workflows.
Major AI companies including OpenAI, Anthropic, and Google are expanding free tier offerings in 2026. A comprehensive analysis of 10 production-ready AI tools available at no cost.
Comprehensive analysis comparing ChatGPT and Claude across coding performance, context window, API pricing, and enterprise functionality. Benchmarks, cost analysis, and use-case recommendations included.
Complete guide to AI-powered blogging. Learn how to research, outline, write, edit, and optimize blog posts in minutes using ChatGPT, Claude, and other AI writing tools.
Cursor introduces long-running agents capable of autonomous planning and execution without human intervention. Available for Ultra, Teams, and Enterprise plans.
Cursor implements subagents, agent skills, and image generation. Parallel execution, improved context management, and dynamic skill application enable handling of more complex, long-running tasks.