Keyword SPEC
Claude Code / SPEC
Five Claude Code habits for spec-first development
Interview first, use subagents, set up hooks, rewind with checkpoints, and review with a fresh subagent.
/
Full Byte Developer blog
Field notes
AI agents / LOOP
Five rules for building an AI agent that works
Five principles from Anthropic's agent guide: start simple, route, check ground truth, design tools, set limits.
Dev tools / UV
Race uv against pip on a cold cache install
Same packages, same box, cold cache: pip took 7.07 seconds, uv took 0.50 seconds.
Dev tools / DRAW
Add drawing, diagram and film skills to your agent
Install one skill for the visual you need and inspect its scripts before granting access.
AI agents / STARTER
Write skill metadata an agent can recognize
Give your skill a specific name and trigger description, then move detail into linked files.
Security / MERGEGATE
Run five checks before merging AI-written code
Check secrets, unused code, duplication and dependencies, then put repeatable checks in hooks.
Your stack
Resource index
All topics- Claude Code42
- AI agents104
- Security43
- MCP5
- GitHub Copilot4
- Dev tools179
- Cost and context12
- Local AI7
- Science7
Keyword LOOP
Five rules for building an AI agent that works
Keyword UV
Race uv against pip on a cold cache install
Keyword DRAW
Add drawing, diagram and film skills to your agent
Keyword STARTER
Write skill metadata an agent can recognize
Keyword MERGEGATE
Run five checks before merging AI-written code
Keyword DEPGATE
Check packages before trusting an AI suggestion
Keyword SIMPLEFIRST
Choose an AI workflow before building an agent
Keyword SELFFLOW
Compare Zapier, n8n and Activepieces
Keyword HOOKLIGHT
Use Claude Code hooks for status notifications
Keyword SLIDES
Choose a slide tool for Claude Code
Keyword SHEETS
Choose five tools for working with spreadsheet data
Keyword BRANDKIT
Give Claude Design an existing design system
Review claude-mem prompt upload consent before setup
Keyword AUDIT
Audit a site with the Claude SEO plugin
Check what changed from Claude Max 20x to Ultra
Keyword OPENDOCS
Compare five alternatives for notes and team docs
Keyword CRAWLKIT
Run five website checks before your next release
Keyword ACTIONGATE
Check GitHub Actions before merging workflows
Keyword HERMESPRO
Keep Hermes project context and memory useful
Keyword HERMESMOVE
Import Claude Code settings into Hermes
Keyword BINLOOK
Inspect a binary with capa, Ghidra, YARA-X and ILSpy
Review an agent design before writing the code
Keyword TVCLEAN
Check your TV before running a cleanup agent
Keyword KEYS
Scan for secrets and restrict agent access before pushing
Keyword DEVSWAP
Choose alternatives for five developer tools
Keyword GROWSTACK
Choose tools for five marketing jobs
Review what your AI assistant's browser can access
Keyword BOTHSIDES
Compare both sides before accepting AI advice
Keyword MARKETING
Five Claude Code skills for marketing drafts
Keyword TIDY
Set up Copilot Memory and review Dreaming
Save web content as Markdown with Defuddle and Obsidian
Keyword SPRINT
Run a Claude Code sprint with gstack
Keyword CRONGATE
Skip idle Hermes cron agent runs
Keyword LOCALCALL
Set up a local AI phone agent on Apple Silicon
Keyword STACKPICK
Six AI coding tools, one for each job
Keyword ENVLOCK
Lock Claude Code out of your .env
Keyword IDLE
Control Claude Code idle compaction
Keyword TOKENCUT
Reduce Claude Code tool output with three tools
Keyword CODEXMEM
Enable and inspect local Codex memories
Keyword APPROVE
Use assisted permissions in Copilot and Claude Code
Keyword EXTENSION
Check the affected Claude Code extension in Cursor
Keyword HALLMARK
Audit an existing page with Hallmark
Keyword WABOT
Set up a private Hermes WhatsApp bot
Keyword INSPECT
Check MCP Inspector security fixes before connecting
Keyword AUTOSEO
Automate SEO drafts with an editor review
Keyword AUTHFIX
Check Better Auth Magic Link and OAuth Proxy fixes
Keyword LIMITS
Use less context before raising your AI plan
Keyword WEEKLY
Check five Claude Code compaction and sandbox fixes
Keyword WHEREPUT
Where each Claude Code instruction belongs
Keyword FUSION
Choose an effort level in Copilot Fusion
Keyword DSPACK
Give Claude a reusable design system
Keyword OPENSAFE
Read startup files before opening an unfamiliar repository
Keyword PLUGPICK
Choose a Claude Code plugin for the task
Keyword VIDEO
Build a video with Claude Code and Remotion
Keyword MCPFIX
Check the MCP reference server security release
Keyword TERRA
Use GPT-6.1 Terra in GitHub Copilot
Keyword TREE
Separate Claude Code sessions with Git worktrees
Keyword FOLDER
Check instruction files before starting a coding agent
Keyword MODELS
Compare six models and choose a coding client
Map a codebase with Graphify
Keyword MEMORY
Give new Claude Code sessions your project facts
Keyword SEO
Use Google's search guidance beyond the PageRank story
Keyword ELIZA
Read the original ELIZA behind the chatbot story
Keyword MCP
Understand what MCP connects
Create a read-only Claude Code reviewer
Check Node.js and Ruby security updates
Keyword RECAP
Follow the October security recap with vendor checks
Keyword PIP
Update Python tooling after the eMudhra certificate incident
Keyword DESIGN
Choose design skills for five UI tasks
Keyword HACKS
Use five built-in Claude Code shortcuts
Add notification and formatting hooks to Claude Code
Keyword FREE
Five tools for local AI work
Keyword CHECK
Check exposure to the compromised LiteLLM release
Use Ponytail to check whether code already exists
Keyword SEO
Choose an SEO skill for each job
Compare tsrs with your existing TypeScript check
Connect Claude Code to five useful MCP tools
Keyword PATCH
Check PHP deployments for the October security fixes
Turn a repeated prompt into a Claude Code skill
Keyword SKILLS
Add five skill sets to Claude Code
Review agent changes in JetBrains Air
Render agent responses with OpenUI components
Start a small coding task with Pi
Try T3 Code with an authenticated coding agent
Check the hardware behind Muse Spark Open
Read the OpenClaw and Deep Think announcements separately
Read Spotify's AI engineering figures carefully
Treat the Nvidia GPU delay story as a report
Read the context around Altman's AGI claim
Check a Deep Think model before 3D printing
Read what Claude's ad-free policy covers
Separate Optimus demonstrations from household claims
Set up an agent in Xcode
Check Grok Imagine video output before publishing
Check where an agent skill gets installed
Read GPT-5.3-Codex benchmarks in context
Use a larger context window with a clear plan
What the SpaceX and xAI deal changes
Use parallel Codex tasks with review boundaries
Keep purchasing authority outside an agent prompt
What Moltbook actually demonstrated
Read the filing behind the Khaby Lame deal
Check approval before uploading work documents
Understand the scale of a tiny brain map
Separate a viral penguin clip from its interpretation
What xAI announced in its Series E
Choose a laptop for the work it runs
A confidential IPO filing is not a listing date
Crocodiles have a long and changing history
Review Niji V7 images for consistency
What Apple and Google announced about Gemini
Give Cowork a small first task
What Cursor learned from building a browser with agents
What Astro joining Cloudflare means for a site
Keep ChatGPT ads separate from answers
What the Claude tomato experiment tested
Check Nano Banana Pro diagrams before publishing
Separate OpenAI hardware plans from a product launch
Check the paper behind a RAG failure claim
Check the source behind a convincing image
Read memory and GPU price headlines carefully
Read Sam Altman's task automation forecast carefully
Keep a path for junior developers to learn
What Karpathy said about learning AI programming tools
How IHMC built the six-legged HexRunner
Check the records behind the three-company IPO forecast
Separate RTX 5090 launch prices from resale claims
What DeepSeek changed with mHC
What remains verifiable about Pickle 1
Why verifiable rewards mattered for language models
Check what a DDR5 resale price actually measures
What space solar power demonstrations actually showed
What the DIY DDR5 proposal actually described
What the Korea memory-procurement report said
Why Anthropic acquired Bun
What Groq announced in its Nvidia licensing deal
What Lovable's December 2025 funding announced
Read the Coursera and Udemy merger announcement
What the Adams estate alleged about ChatGPT
What the Meta scam-ad investigation reported
Where Cursor Bugbot fits in code review
Microsoft disputed the AI sales-target report
What Gemini 3 Flash introduced
What GPT Image 1.5 changed at launch
AI research hypotheses still need experiments
Cloudflare's December outage and configuration changes
Grok Eve and the difference between voice and reasoning
How to read Grok 4 Heavy capability claims
What Anthropic reported about AI-assisted espionage
Read Musk's Optimus surgery forecast as a prediction
GPT-5 reasoning and conversation styles at launch
Separate startup attention from revenue evidence
What Huang's November AI competition statement said
Read the original OpenAI leadership announcements
Read OpenAI's 2025 compute announcements separately
Read Scion's put-option filing correctly
Project Suncatcher planned orbital computing tests
Read Musk's prediction about phones and apps
What OpenAI's $38 billion AWS agreement covered
What the Amazon resume discussion actually establishes
OpenAI's recapitalization was not an IPO announcement
A wedding suit became a startup sponsorship experiment
What NVIDIA's $5 trillion milestone measured
Read the 2025 job-cut numbers with their scope
Read the original Transformer paper
Check Grokipedia's sources before relying on an answer
What Amazon announced about 14,000 corporate roles
What Albania's 83 digital assistants proposal meant
What Tabby's $4.5 billion valuation represented
Read the evidence about DeepSeek and military research
Check how Teams shares your work location
What NVIDIA and Nokia announced for AI radio networks
What PayPal announced for shopping in ChatGPT
What NVIDIA brings to Palantir's operational AI
Read NEO's home robot announcement with its limits
What the October 2025 Microsoft and OpenAI deal changed
Separate Amazon's robotics forecast from announced layoffs
What Alpha Arena's trading experiment can establish
Read Musk's Grok 5 AGI estimate as an opinion
Read Altman's zero-person company forecast
Read Huang's China market-share statement in context
What Willow's Quantum Echoes result demonstrated
How a DNS race caused the October 2025 AWS outage
What ChatGPT Atlas introduced in 2025
What falling vibe-coding traffic can tell you
What C2S-Scale predicted about cancer cells
What the baby Triceratops post shows
What Veo 3.1 added to video generation
What the Nvidia customs inspection report said
What the xAI world-model report described
Understand the links between AI funding and purchases
Apple succession: from reporting to an announcement
What the ChatGPT Apps SDK launch introduced
Read Huang's China competition argument in context
What Tinker handles during model fine-tuning
Sora 2's launch and later discontinuation
What Instant Checkout launched inside ChatGPT
What Claude Sonnet 4.5 introduced
What ChatGPT Pulse added to personalized updates
What the CFA Level III AI study actually measured
What Wan 2.5 offers through Higgsfield
What Meta Ray-Ban Display and Neural Band introduced
What CodeRabbit's Series B announcement funded
What Sakana's evolutionary model merging demonstrated
What Seedream 4.0 added to image creation
Read Replit's September 2025 funding announcement
What OpenAI confirmed about its Oracle agreement
How the September 2025 npm worm spread
Read the September 2025 TikTok deal framework carefully
What Databricks reported with its Series K
What a16z Speedrun offers founders
Evaluate Perplexity beyond its funding headline
What Cognition reported in September 2025
What Replit Agent 3 promised at launch
What Vercel's Series F announced
Put Apple's September market decline in context
What the Critterz feature announcement described
What the original K2 Think release introduced
What Cognition announced in its September 2025 funding round
Understand the September 2025 debug package compromise
What the September 2025 Red Sea cable cuts affected
Read the conditions behind Tesla's 2025 CEO award headline
Evaluate a prompt before and after optimization
Separate the allegations in xAI's 2025 employee lawsuit
What Grok Code Fast 1 launched with
Read Pixel 10's launch features without the rivalry claim
Put Meta's August 2025 hiring pause in context
What Altman meant by the AI bubble comparison
What changed with DeepSeek V3.1
Read the Aristotle X1 benchmark claims with their limits
What Meta's Reels translation launch offered
Keep evaluating an AI system after it ships
Read the 2025 GenAI Divide findings in context
What Claude Sonnet 4's million-token context enabled
What ChatGPT Go offered at its India launch
Put the Cursor rise-and-fall claim in context
What the one-dollar ChatGPT government offer covered
Turn a music idea into an Eleven Music prompt
Read Anthropic’s 2025 revenue figures as a run rate
Keyword BACKUP
Keep coding agents away from production data
What the Virtual Lab nanobody study demonstrated
What Genie 3 demonstrated at its 2025 launch
What OpenAI released with gpt-oss
Understand the price in Figma's 2025 IPO announcement
Read the Soham Parekh hiring story as an allegation
Shengjia Zhao’s role in Meta’s 2025 AI reorganization
What the UK's July 2025 online age checks required
What the second Tea breach revealed about private messages
Inspect the proofs behind OpenAI's 2025 IMO result
What Psyho’s AtCoder win tells us about AI coding
What changed when ChatGPT agent launched
Grok Companions changed the presentation of the conversation
What Grok’s July 2025 incident statement said
What SnitchBench measured about Grok 4
What Cognition announced after the Windsurf deal headlines
Separate Grok 4’s launch claims from engineering proof
What Cursor's web and mobile agents enabled
What Veo 3 offered at its MENA launch
Read Microsoft's diagnostic benchmark with its limits
Read AI electricity forecasts by region and source
Separate SEO, GEO and AIO claims before changing a site
Why stolen password hashes still matter
Keyword AIMYTH
Check what Google AI Overviews actually requires
Compare the Saudi and UAE AI infrastructure announcements
Read the scope of the UAE's 2025 investment commitment
Correcting the claim that Builder.ai used no AI
Distinguish Gemini 2.5 Pro's preview from its stable release
What Apple's reasoning-model puzzle study tested
What changed in Windsurf’s Claude access in June 2025
What Stargate UAE said about ChatGPT access
Review an OpusClip thumbnail before publishing
What Gemini's I/O 2025 integrations changed
What Windsurf introduced with SWE-1
What the original Codex cloud preview introduced
Plan a talking-avatar clip with Avatar IV
Use Figma Make to test an interaction idea
What Karpathy meant by vibe coding
Ponder-AI in our May 2025 archive
Add a clear call to action with VideoEffects overlays
Check the payment terms of an AhaCreator campaign
Choose a camera movement in Higgsfield
Separate AI health predictions from treatment evidence
Correcting our GPT-4o and o3 comparison
What Codex CLI brings into the terminal
Choose between Spline, Womp and Pacdora
What Firebase Studio’s preview brought together
Test a Bland phone agent beyond its voice
What MoCha’s talking-character research demonstrates
SkyReels in our April 2025 creative-tools archive
What Gemini 2.5 introduced in March 2025
Read the DeepSeek-V3-0324 model card before deploying it
Review a Durable website before publishing it
Plan a short shot in Luma Dream Machine
What Newton simulates for robotics work
Choose the output you need in ImagineArt
Give Manus a task you can verify
What the Goku research paper describes
The Saud CV generator from our 2025 posts
Check the garment before choosing a T-shirt mockup
Compare PageFly, GemPages and Shogun on one page
Use design libraries to answer a specific UI question
Review the cuts Gling makes to a recording
What GPT-4.5’s research preview focused on
Check the format before downloading a 3D asset
Five color pairs to try in a real layout
Compare Flutter, React Native, Swift and Kotlin
Match Bubble, Softr or Systeme.io to the workflow
Pick a mockup that fits the actual design
Choose WordPress plugins by the missing feature
Practice motion, web, 3D and AI design with small projects
Compare Helvetica, Futura, Roboto and Inter in real text
Four color palettes from our design carousel
Give each creative AI tool a specific job
Choose a specific model from the Qwen2.5 family
Update the dimensions in our Instagram size guide