
The Codex Inefficiency Playbook
A practical 10-step playbook to find and fix inefficiencies in OpenAI Codex code, with checklist and prompt templates.

Developer Advocate & Community Voice
Complete archive of 102 articles on AI, SEO, and technology
A practical 10-step playbook to find and fix inefficiencies in OpenAI Codex code, with checklist and prompt templates.
Developer Advocate & Community Voice
A practical 5-step SEO strategy playbook with a free one-page template, examples for local/SaaS/e-commerce, and a simple scorecard to prioritize work.
Tech Explainer & Community Builder
A clear, practical guide to estimate GPU VRAM for LLMs. Use a simple formula, examples, and trusted calculators to pick the right GPU.
Tech Explainer & Community Builder
A clear 4-step student guide to using AI tools like ChatGPT ethically for essays, with a spectrum, checklist, and citation tips.
Developer Educator & Tutorial Creator
Gemini 2.5 Deep Think tested: deep reasoning wins on hard math and coding, but $250/month and daily caps make it right only for heavy users.
Tech Journalist & Trend Watcher
Run Magistral Small locally with vLLM: a step-by-step tutorial, copy-paste Python script, RTX 4090 benchmark, and troubleshooting tips.
Developer Educator & Tutorial Creator
A practical list of 50+ ChatGPT use cases for work, school, and life with ready-to-copy prompts and quick tips.
Startup Engineer & Builder
A practical playbook to look younger: 4 principles, quick fixes, and a ready-to-use stylist checklist to refresh your haircut.
Startup Engineer & Builder
A clear, short guide to the "RTX 4010" story: it's often a rebranded workstation GPU from Shenzhen. Learn how they do it and a quick risk checklist.
Startup Engineer & Builder
A clear, student-friendly guide to Shakespeare's Sonnet 4. Learn the money metaphor, main themes, and quick line-by-line help with a free PDF.
Developer Educator & Tutorial Creator
A clear guide to Dharmesh Shah, HubSpot'co-founder and CTO: his role, inbound marketing, culture tips, and a practical startup checklist.
Tech Journalist & Trend Watcher
A clear, practical guide for parents and students to pick an AI tutor. Use the five-point checklist, test a trial, and choose a hybrid option.
Developer Educator & Tutorial Creator
Benchmarking GPU idle power and a 7-step checklist to fix high idle draw. Cut heat, noise, and waste in minutes.
DevOps Engineer & Problem Solver
Four quick ways to fix garbled text in AI images. Use Canva, Figma+Codia, Photopea, or inpainting to get clean text in minutes.
Developer Educator & Tutorial Creator
Compare Claude 4 and GPT-4 on coding benchmarks, speed, and real use. Clear guidance for developers picking the right model.
Tech Journalist & Trend Watcher
A 5-step playbook to diagnose and recover from a drop in Google Search Console impressions. Find causes, fixes, and a checklist.
DevOps Engineer & Problem Solver
A practical benchmark of AI image generators: the 7 main limits, why they happen, and clear workarounds for creatives and teams.
Tech Journalist & Trend Watcher
ROCm 7.0 delivers big AI gains. AMD reports ~3.2x inference on Llama 3.1 70B and ~3x training uplift. Learn how to reproduce and verify.
DevOps Engineer & Problem Solver
Compare the best AI browsers in 2025. See which one automates research, fills forms, or scales for developers—plus pros, cons, and picks.
Tech Journalist & Trend Watcher
Claude's visual identity explained: color codes (#da7756), font stack, logo meaning, usage rules, and a quick brand reference download.
Tech Explainer & Community Builder
Domain Authority (DA) explained in plain terms: what it is, how it's calculated, and a simple playbook to improve your site's ranking potential.
Startup Engineer & Builder
Build a multi-tool AI agent with Gemini & MCP in one hour. Step-by-step: tool design, MCP endpoints, routing, and testing.
Startup Engineer & Builder
Practical playbook for long-horizon LLM agents: how they plan, act, correct, and verify, plus a fit checklist and framework comparison.
Startup Engineer & Builder
MobileLLM is a family of compact LLMs built to run on phones. This teardown covers architecture, benchmark plan, runnable code, and practical trade-offs.
Startup Engineer & Builder
Simple guide to turn one photo into consistent multi-view images and basic 3D assets. Compare top models and try a quick demo today.
Tech Explainer & Community Builder
A practical playbook for using Claude in dev workflows: versioned CLAUDE.md, prompt templates, and step-by-step checklists to ship faster.
Startup Engineer & Builder
An up-to-date guide to ChatGPT Plus limits in 2025, with a clear table, simple explanations, and practical tips to avoid throttling.
Tech Explainer & Community Builder
Step-by-step GMB playbook to boost Local 3-Pack rankings. Includes checklist, post templates, and a scorecard to prioritize actions.
Tech Explainer & Community Builder
Geminis can seem inconsistent, but their quick mind and two-sided nature often mean adaptability. Learn why, when its a problem, and simple tips to cope.
Tech Journalist & Trend Watcher
A one-week playbook to validate your side project: daily tasks, channel picks, templates, and a simple scorecard to find your first users.
Startup Engineer & Builder
Practical guide to measure and reduce LLM volatility. Benchmarks, code, and a step-by-step pre-deploy checklist to stabilize outputs.
DevOps Engineer & Problem Solver
A clear, hands-on benchmark of the AMD Ryzen AI Max+ 395 showing CPU, GPU, and on-device AI performance for laptops and mini PCs.
Tech Journalist & Trend Watcher
A clear, respectful introduction to the Roma: where they came from, key cultural traits, and how to use respectful language today.
Developer Educator & Tutorial Creator
A practical playbook to reduce AI hallucinations: start with RAG, add verification and guardrails, and measure factual accuracy.
Startup Engineer & Builder
A clear guide to online identity verification: what it is, how it works, method trade-offs, and a 10-point checklist to pick a vendor.
Startup Engineer & Builder
A step-by-step playbook for laid-off SEO pros: audit your profile, optimize resume + LinkedIn for ATS, target jobs with keywords, and network like link building.
Developer Advocate & Community Voice
A practical teardown of Baidus ERNIE 4.5 21B A3B: key specs, benchmark notes, deploy tips, and when to pick it over larger LLMs.
Tech Journalist & Trend Watcher
A practical playbook to prevent podcast defamation and other legal risks, with a 9-step checklist and ready-to-use scripts.
Developer Educator & Tutorial Creator
A step-by-step OpenAI cost playbook with stage-based tactics, quick code examples, and a checklist to cut API spend by up to 50%.
Startup Engineer & Builder
Compare the best visual prompt builders for 2025. Top picks, how we tested, pros/cons, and who should use each tool.
Innovation Scout & Early Adopter
A practical playbook to build the uniquely human skills AI canannot replace. Score your strengths, pick three skills, and use a 1-page plan to grow.
Tech Explainer & Community Builder
Plain guide to how AI bias shows up in LLMs and military systems during the Israel-Palestine conflict, with clear steps to reduce harm.
Tech Explainer & Community Builder
Claude 3.5 Sonnet beats Copilot on multi-step tasks, security scans, and team automation. Run a short pilot to confirm which fits your workflow.
Tech Journalist & Trend Watcher
Compare LLM API pricing vs. self-hosted TCO. Use clear thresholds and a step-by-step calculator to find your break-even point and true cost per million tokens.
Startup Engineer & Builder
Use Claude 3.5 Sonnet to build a production-ready tower defense game fast. Step-by-step playbook, prompts, debug tips, and real examples.
Developer Educator & Tutorial Creator
A clear guide to AI SEO in 2024: what it is, hiring tips, ROI expectations, and a short test plan to try safely.
Tech Explainer & Community Builder
Why Reddit views much AI output as "slop," how it harms creators and trust, and clear steps for creators and moderators to improve AI content.
Developer Advocate & Community Voice
How the AMD Ryzen AI Max+ 395 runs OpenAI's GPT-OSS 120B locally, why memory matters, and how it compares to RTX 3090.
Tech Journalist & Trend Watcher
Prevent lost context in long Claude chats. Automate compact summaries, create new chats with the summary, and add warnings for smooth continuation.
Startup Engineer & Builder
Gemini has passed ChatGPT in Google Trends. Learn why attention shifted, where Gemini is growing, and how to act on the change.
Tech Journalist & Trend Watcher
Learn the SEO basics fast: set up Google Search Console, do simple keyword research, optimize one page, and prepare 3 short demos for interviews.
Startup Engineer & Builder
Fix Gemini alarm failures and block prompt injection: quick user fixes, a developer hardening checklist, and monitoring steps.
Startup Engineer & Builder
VibeVoice is an open-source TTS tool for long-form, multi-speaker audio. Learn what it does, how Microsoft added safeguards, and how to use it responsibly.
Startup Engineer & Builder
Learn why ChatGPT timestamps matter and how to add them with extensions and scripts to improve chat relevance and tracking.
Developer Advocate & Community Voice
Why did Claude Code CLI get worse while GitHub Copilot Sonnet 4 worked? A clear timeline, checks, fixes, and when to switch tools.
Developer Advocate & Community Voice
SEO isn’t dead in 2025. It’s changing. Learn practical steps to adapt skills, use AI responsibly, and future-proof your SEO career.
Senior Developer & Mentor
Deploy VibeVoice for multi-speaker TTS quickly. Step-by-step install, demo commands, and a checklist to generate 90-minute expressive audio.
Developer Educator & Tutorial Creator
Compare Mangools, SE Ranking, and Ubersuggest: low-cost tools that give accurate long-tail keywords and competition data for small budgets.
Startup Engineer & Builder
AI tutors explain fast but rarely build deep thinking. Research shows human tutors use questions and feedback to teach better.
Tech Journalist & Trend Watcher
Reddit users report noticeable Claude AI quality gains today for Opus and Sonnet. Heres what developers should know and do.
Tech Journalist & Trend Watcher
How to build and power a quad RTX 3090 AI rig, motherboard choices, memory scaling with NVLink, and real performance tradeoffs.
DevOps Engineer & Problem Solver
A court now requires OpenAI to preserve ChatGPT chats, including deleted and temporary messages, affecting most consumer accounts.
Tech Journalist & Trend Watcher
Actionable playbook for Gen Z to fix failing AI pilots: step-by-step framework, demo scripts, and pricing to start an AI implementation side hustle.
Senior Developer & Mentor
Clear, practical comparison of OpenAI Codex and Claude Code: install steps, benchmarks, pros/cons, and a short pilot to pick the right AI assistant.
Innovation Scout & Early Adopter
A practical playbook to scale agency link building with automation: tools, AI prospecting, sequences, and a burnout checklist.
Innovation Scout & Early Adopter
A clear guide to Dorothy Catherine Drapers historic daguerreotype and how AI tools like Googles Nano Banana safely colorize and restore old photos.
Tech Explainer & Community Builder
Explains xAIs $0.05 policy violation fee, real Grok controversies, and clear steps teams can take to avoid charges and legal risk.
Tech Journalist & Trend Watcher
Understand why ChatGPT hallucinations erode trust and get clear steps to spot, verify, and limit false AI output.
DevOps Engineer & Problem Solver
Compare GPT-5 and Claude Code CLI tools—benchmarks, terminal features, workflow tips, and a clear pick for real dev work.
DevOps Engineer & Problem Solver
Train and run the Lille 130M open-source LLM locally with the Sophia-Triton optimizer, setup steps, and Hugging Face or SDK usage.
DevOps Engineer & Problem Solver
Practical comparison of Gemini 2.5 Pro and ChatGPT for C# devs — context windows, Google Workspace integration, and when to pick each.
Senior Developer & Mentor
Practical steps to stop AI Overview�driven traffic loss: map affected pages, boost CTR, split content, and diversify channels.
Tech Explainer & Community Builder
Understand why ChatGPT blocks image generation, why it may show vague errors, and clear step-by-step fixes to get safe images.
Tech Journalist & Trend Watcher
Practical guide to Gemini 2.5 Flash, covering setup, thinking controls, multimodal inputs, native audio, benchmarks, and cost-saving tips.
Developer Educator & Tutorial Creator
Learn how Claude Code automates Excel and CSV workflows without coding. Install, authenticate, and run natural-language commands to save time.
Developer Educator & Tutorial Creator
How to run GPT-OSS-120B on a single RTX PRO 6000. Setup steps, VRAM tips, and install options for local high-performance LLMs.
DevOps Engineer & Problem Solver
Quickly deploy multiple WordPress sites for SEO testing using the fastest builders, lightweight themes, WP-CLI scripts, and bulk automation tools.
DevOps Engineer & Problem Solver
A practical guide explaining why Google Gemini often fails to generate desktop wallpaper images, common API errors, and actionable workarounds.
DevOps Engineer & Problem Solver
Step-by-step guide to ChatGPTs hidden QuizGPT: create interactive quizzes, classroom prompts, troubleshooting tips, and source links.
Tech Explainer & Community Builder
Practical guide to running Qwen3-Coder-30B locally. Setup, hardware, quantization, benchmarks and agentic coding with native 256K context.
DevOps Engineer & Problem Solver
Spike Jonzes "Her" foresaw voice-first AI, emotional chatbots like Replika, and seamless devices. This guide maps whats real, whats missing, and why it matters.
Tech Journalist & Trend Watcher
ShadowGit MCP auto-commits every save to a hidden git repo and exposes history to AI assistants, cutting token usage 66% and keeping code local.
Developer Educator & Tutorial Creator
Practical incident response: stop api key theft, revoke compromised keys, dispute unauthorized api charges, and prevent future exposure.
DevOps Engineer & Problem Solver
Learn why Google ranking volatility spiked in 2024 and follow a calm, practical plan to stabilize impressions, reduce traffic swings, and diversify sources.
Tech Journalist & Trend Watcher
Step-by-step guide to Anthropics Claude privacy update: learn how to opt out of AI training, retention changes, and what to do by Sept 28, 2025.
Tech Journalist & Trend Watcher
An investigative guide on Nvidia GPU smuggling to China: methods, key cases, economic incentives, legal risks, and strategic implications.
Tech Journalist & Trend Watcher
A comprehensive guide to DeepMind's Gemini and Genie 3: multimodal LLMs, Deep Think reasoning, benchmarks, practical use cases, and AGI implications.
Tech Journalist & Trend Watcher
Step-by-step guide to diagnose and recover AI content blog traffic after Google updates, with audits, remediation, and future-proof E-E-A-T tactics.
Startup Engineer & Builder
Practical guide to humanizing AI-generated text for better SEO, engagement, and ethics. Steps, tools, and real use cases.
Tech Journalist & Trend Watcher
Compare hardware choices for local inference of very large models. Practical recommendations for GPUs, Apple Silicon, and cloud hybrid setups.
Tech Explainer & Community Builder
A practical ultimate guide to Claude Code, the AI coding CLI tool that boosts developer workflows and non-coding productivity across teams.
Tech Explainer & Community Builder
Practical guide to Claude Code: how it speeds refactoring, fixes bugs, integrates via the Claude Code SDK, and how to avoid pitfalls.
Tech Explainer & Community Builder
A clear guide to NVIDIAs 53x LLM generation speedup: how GPU kernel, KV cache, and speculative decoding advances cut latency and cost for real-time AI.
Tech Explainer & Community Builder
Nano Banana Gemini unlocks ultra-fast AI image generation and multi-turn editing. This guide covers features, tutorials, API tips, and use cases.
Tech Explainer & Community Builder
A lighthearted ultimate guide to spotting and sharing funny clickbait examples while learning why clickbait tricks users.
Tech Explainer & Community Builder
Data-backed guide showing why Claude AI doesn't get worse and how to scale prompt context with the Vibe-Log CLI for steady coding productivity.
Tech Explainer & Community Builder
MiniCPM-V 4.5 is an 8B multimodal model that outperforms GPT-4V in image and video understanding and is optimized for fast on-device deployment.
Tech Explainer & Community Builder
Practical guide explaining why GPT-5 outperforms Claude for everyday AI tasks, covering benchmarks, low hallucinations, pricing, and actionable tips.
Tech Explainer & Community Builder
A data-driven guide showing how Claude Codes CLI-first design, model-tiering, and repo-aware search deliver faster, cheaper AI coding workflows.
Developer Advocate & Community Voice
The MIT "95% fail" headline oversimplifies. Learn what the report actually found, why the stat is misleading, and how leaders turn pilots into business value.
Tech Journalist & Trend Watcher
If you see unexpected Google Cloud Gemini API image charges, learn why tokens drive costs, how to stop billing, and steps to dispute charges.
DevOps Engineer & Problem Solver
A hands-on guide to whether llms.txt improves AI SEO visibility. Learn how to implement, test, and weigh risks before you try it.
Developer Advocate & Community Voice