Command Code raises $5MRead more

//Command Log

// Command Log

Agentic engineering, coding taste, and research insights from building Command Code.

Claude Opus 5.5 is live in Command Code
ANNOUNCEMENT

Claude Opus 5.5 is live in Command Code

Claude Opus 5.5 is live in Command Code Max and API.

GPT 6 Sol and Luna are live in Command Code
ANNOUNCEMENT

GPT 6 Sol and Luna are live in Command Code

Luna is available on all plans and API. E.g. in $10 GOAT plan: 30K reqs, 1.5B tokens. Sol is available on Pro, Max and API

Grok 4.7 is live in Command Code
ANNOUNCEMENT

Grok 4.7 is live in Command Code

Grok 4.7 is now live in Command Code. 40% for the next 7 days. 35 credits (3.5x usage) in GOAT

Jev is free in Command Code
ANNOUNCEMENT

Jev is free in Command Code

Jev is free in Command Code

Parallel sessions with Git worktrees
DEVELOPMENT

Parallel sessions with Git worktrees

Command Code supports Git worktrees. Use /worktree to create or switch and run parallel sessions, each on its own branch.

Step 5 Preview is live in Command Code
ANNOUNCEMENT

Step 5 Preview is live in Command Code

Step 5 Preview is now live in Command Code. Available across all plans and API.

MiMo V2.6 Pro and Flash are live in Command Code
ANNOUNCEMENT

MiMo V2.6 Pro and Flash are live in Command Code

MiMo V2.6 Pro & Flash are live in Command Code. Available on all plans. Command Code has the best usage in market for both models.

Qwen 3.8 Omni Flash vs DeepSeek V4.1 Flash vs Gemini 3.8 Flash on FlappyBench
RESEARCH

Qwen 3.8 Omni Flash vs DeepSeek V4.1 Flash vs Gemini 3.8 Flash on FlappyBench

Ran FlappyBench on Qwen3.8-Omni-Flash, DeepSeek-V4.1-Flash, and Gemini 3.8 Flash with the same design prompt.

taste-1 vs Jev: two decision models that are not LLMs
ENGINEERING

taste-1 vs Jev: two decision models that are not LLMs

Jev is a general-purpose decision model. taste-1 is a meta neuro-symbolic decision model for one domain, coding taste, running at 100T-token scale this year. Neither is an LLM. Architecture, pipeline, and the differences, in diagrams.

Ahmad Awais
Ahmad Awais
GLM-5.3 FlashX is live in Command Code
ANNOUNCEMENT

GLM-5.3 FlashX is live in Command Code

GLM-5.3 FlashX is now live in Command Code. High speed variant of GLM-5.3 Flash. 200 TPS with 1M context window

Qwen 3.8 Omni Flash is live in Command Code
ANNOUNCEMENT

Qwen 3.8 Omni Flash is live in Command Code

Qwen 3.8 Omni Flash is now live in Command Code. Available across all plans and API.

Fix errors with IDE diagnostics
DEVELOPMENT

Fix errors with IDE diagnostics

Stop copy-pasting errors. IDE diagnostics are quite strong. Open Command Code. Select your code. Type fix this

Introducing the Command Code Desktop App
ANNOUNCEMENT

Introducing the Command Code Desktop App

Introducing Command Code Desktop App! Available today in beta for Mac, Linux, & Windows. Building the most powerful agentic app, starting with code....

Mods are more powerful than plugins
DEVELOPMENT

Mods are more powerful than plugins

Command Code can build mods and modify any behavior from programmatic hooks to a completely different inference provider.

New last week: DeepSeek V4.1 Flash, Muse Spark 1.3 and Ling 3.0 Flash Sante
ANNOUNCEMENT

New last week: DeepSeek V4.1 Flash, Muse Spark 1.3 and Ling 3.0 Flash Sante

Last week these models went live in Command Code. DeepSeek V4.1 Flash. Muse Spark 1.3 (with max reasoning)

Command Code has built-in herdr support
ANNOUNCEMENT

Command Code has built-in herdr support

Command Code has built-in herdr support now!

DeepSeek V4.1 Flash vs GLM 5.3 vs Kimi K3 on FlappyBench
RESEARCH

DeepSeek V4.1 Flash vs GLM 5.3 vs Kimi K3 on FlappyBench

Ran FlappyBench on DeepSeek V4.1-Flash, GLM 5.3, and Kimi K3 with the same /design prompt.

DeepSeek V4.1 Flash is live with 6x usage
ANNOUNCEMENT

DeepSeek V4.1 Flash is live with 6x usage

DeepSeek V4.1 Flash is live in Command Code. 6x usage on $10/mo GOAT for a week. 60 usage. 154K requests. 7.8B tokens.

Ling 3.0 Flash Sante is free in Command Code
ANNOUNCEMENT

Ling 3.0 Flash Sante is free in Command Code

Ling 3.0 Flash Sante is now free in Command Code. 5.1B active params. all subs. all plans. npm i -g command-code@latest

More GOAT customers than Go
ANNOUNCEMENT

More GOAT customers than Go

GOAT > Go → more GOAT customers than Go now.

Fork a session with /fork
DEVELOPMENT

Fork a session with /fork

The /fork command creates a new session from the current one with the same context.

Muse Spark 1.3 Max is live in Command Code
ANNOUNCEMENT

Muse Spark 1.3 Max is live in Command Code

New reasoning effort param for harder problems and frontier performance. Run /model, select Muse Spark 1.3

527 Million Tokens at 20 Cents: How Sivaram Turned DeepSeek V4 Flash Into His Workhorse
DEVELOPER STORIES

527 Million Tokens at 20 Cents: How Sivaram Turned DeepSeek V4 Flash Into His Workhorse

Full-stack engineer Sivaram Pandariganthan burned through 527M tokens on DeepSeek V4 Flash for 20 cents using Command Code's tool call repairs, cache-friendly sessions, and vision tool.

Maedah Batool
Maedah Batool
Connect to MCP servers
DEVELOPMENT

Connect to MCP servers

Connect to MCP servers to query data, use tools and automate workflows.

GPT-6 Astra is live in Command Code
ANNOUNCEMENT

GPT-6 Astra is live in Command Code

GPT-6 Astra is live in Command Code

Meta Muse Spark 1.3 Contributor is live in Command Code
ANNOUNCEMENT

Meta Muse Spark 1.3 Contributor is live in Command Code

Meta Muse Spark 1.3 Contributor now live in Command Code. Most capable lowest cost model yet.

Muse Spark 1.3 vs Gemini 3.8 Flash vs Grok 4.6 on FlappyBench
RESEARCH

Muse Spark 1.3 vs Gemini 3.8 Flash vs Grok 4.6 on FlappyBench

Ran FlappyBench on Muse Spark 1.3, Gemini 3.8 Flash, and Grok-4.6 with the same /design prompt.

Qwen 3.8 Max 0902 is live in Command Code
ANNOUNCEMENT

Qwen 3.8 Max 0902 is live in Command Code

Qwen 3.8 Max 0902 is now live in Command Code. It's an upgraded Qwen 3.8 Max: 2.4T params. 1M context

How Command Code Taste Learned to Tell Engineering Process Apart From Production Data Pipelines
DEVELOPER STORIES

How Command Code Taste Learned to Tell Engineering Process Apart From Production Data Pipelines

Evan uses Command Code for agents, evals, and data work. The taste feature learned to distinguish between his engineering process and production data lake workstreams, even where they overlap.

Gemini 3.8 Flash with 4x usage on the GOAT plan
ANNOUNCEMENT

Gemini 3.8 Flash with 4x usage on the GOAT plan

Gemini 3.8 Flash is now available in Command Code GOAT with 4x usage.

LongCat-2.0 is free in Command Code
ANNOUNCEMENT

LongCat-2.0 is free in Command Code

LongCat-2.0 is now free in Command Code. 1.6T params. 1M context. 48B activate. Available on all plans to all subscribers.

Fable 5.1 is live in Command Code
ANNOUNCEMENT

Fable 5.1 is live in Command Code

Fable 5.1 is now live in Command Code. Claude's most advanced coding model. 75% cheaper cache reads.

DeepSeek V4 Flash Fast is available in Command Code
ANNOUNCEMENT

DeepSeek V4 Flash Fast is available in Command Code

DeepSeek V4 Flash Fast is now available in Command Code. 2x usage in GOAT. Available all plans and API

Write multi-line prompts in your editor with Ctrl+G
DEVELOPMENT

Write multi-line prompts in your editor with Ctrl+G

Use Ctrl+G to open an external editor for your multi-line prompts.

Hy4 Preview vs Kimi K3 vs GLM 5.3 on FlappyBench
RESEARCH

Hy4 Preview vs Kimi K3 vs GLM 5.3 on FlappyBench

Tested FlappyBench with /design on Hy4 Preview, Kimi K3, and GLM 5.3. Hy4 Preview ($0.0480): Most distinct UI and gameplay

Review plans with /plan-review
DEVELOPMENT

Review plans with /plan-review

Use /plan-review mode to comment on the plan, revise, and approve it when it’s ready.

Tencent Hy4 Preview is live in Command Code
ANNOUNCEMENT

Tencent Hy4 Preview is live in Command Code

770B mode, 49B active, 1M context. cmd update available in GOAT and above plans. Our early internal benchmarks show strong perf yet cheaper per task...

Qwen 3.8 Flash with 2x usage on the GOAT plan
ANNOUNCEMENT

Qwen 3.8 Flash with 2x usage on the GOAT plan

Qwen 3.8 Flash is now available in Command Code with 2x usage limits on the GOAT plan.

Resume previous conversations with /resume
DEVELOPMENT

Resume previous conversations with /resume

Type /resume and get back to your previous conversation. $ cmd --resume opens a picker for earlier sessions

GLM 5.3 Flash, aka Ox Alpha, is live with 4x usage
ANNOUNCEMENT

GLM 5.3 Flash, aka Ox Alpha, is live with 4x usage

GLM 5.3 Flash aka Ox Alpha is now live in Command Code. 4x usage in GOAT plan. 40 credits. 24K reqs. 1.2B tokens

MiniMax M3 and M2.7 are free for 10 days
ANNOUNCEMENT

MiniMax M3 and M2.7 are free for 10 days

MiniMax M3 and M2.7 are now free in Command Code. next 10 days. all subs. all plans

Paste screenshots as chat input
DEVELOPMENT

Paste screenshots as chat input

Paste images as your chat input. Take a screenshot. Paste it into the chat. Describe what’s wrong

Alipay is now supported in Command Code
ANNOUNCEMENT

Alipay is now supported in Command Code

More ways to pay and be a GOAT.

DeepSeek V4 Flash Vision Exp is available on all plans
ANNOUNCEMENT

DeepSeek V4 Flash Vision Exp is available on all plans

DeepSeek V4 Flash Vision Exp is live in Command Code. Available on all plans, Go, GOAT, Pro, Max, API.

DeepSeek V4 Flash Vision Exp is live in Command Code
ANNOUNCEMENT

DeepSeek V4 Flash Vision Exp is live in Command Code

DeepSeek V4 Flash Vision Exp is now live in Command Code. GOAT/$10 per month · 43K requests · 2.2B tokens

Ox Alpha, a stealth frontier model, is free in Command Code
ANNOUNCEMENT

Ox Alpha, a stealth frontier model, is free in Command Code

Ox Alpha (stealth frontier model) is free in Command Code. 100T tokens per day free capacity, no 5hr usage limits.

Qwen 3.8 27B vs DeepSeek V4 Pro 0813 vs Gemini 3.7 Flash on FlappyBench
RESEARCH

Qwen 3.8 27B vs DeepSeek V4 Pro 0813 vs Gemini 3.7 Flash on FlappyBench

Tested FlappyBench on Qwen 3.8 27B, DeepSeek V4 Pro 0813, and Gemini 3.7 Flash with /design command.

Qwen 3.8 27B gets 7x usage in the GOAT plan
ANNOUNCEMENT

Qwen 3.8 27B gets 7x usage in the GOAT plan

Qwen 3.8 27B now has 7x usage in GOAT plan. the best coding plan on the market, we've increased usage of Qwen 3.8 27B across all plans.

Text-only models now have vision
DEVELOPMENT

Text-only models now have vision

Text-only models now have vision in Command Code. A vision model reads the attached image. Your main model gets the context in the same thread

Qwen 3.8 27B is live in Command Code
ANNOUNCEMENT

Qwen 3.8 27B is live in Command Code

Qwen 3.8 27B is now live in Command Code. Beats Opus 4.6 Max, GPT 5.6 Luna Max on the Artificial Analysis Intelligence Index.

Accessibility checks with /design a11y
DEVELOPMENT

Accessibility checks with /design a11y

Launching a11y mode in /design. Run /design a11y to catch: Tap targets that are too small. Focus management problems

GLM-5.3: same price as GLM-5.2, about 50% better
ANNOUNCEMENT

GLM-5.3: same price as GLM-5.2, about 50% better

GLM-5.3 is already live in Command Code. Same price as GLM-5.2, 50% better on Zai's internal Code Bench.

GPT 5.6 Sol is now in the GOAT plan
ANNOUNCEMENT

GPT 5.6 Sol is now in the GOAT plan

GPT 5.6 Sol is now in Command Code GOAT. Best coding plan with best GPT model. $70 credits.

DeepSeek raised prices, and your credits are not changing
ANNOUNCEMENT

DeepSeek raised prices, and your credits are not changing

First things first: your usage credits are not changing. DeepSeek officially raised their prices today, so we've updated our limits and requests accordingly.

GLM 5.3 vs Fable 5 vs GPT-5.6 Sol on FlappyBench
RESEARCH

GLM 5.3 vs Fable 5 vs GPT-5.6 Sol on FlappyBench

Tested FlappyBench with GLM 5.3, Fable 5 and GPT-5.6 Sol. 3 models. Same prompt with /design command.

Let Command Code write and fix your tests
DEVELOPMENT

Let Command Code write and fix your tests

Writing tests is now the easiest part of your workflow. Pick a file, and Command Code will:

GLM 5.3 is live with 2x usage
ANNOUNCEMENT

GLM 5.3 is live with 2x usage

GLM 5.3 is live in Command Code (2x usage). The best deal: 2x usage, permanently. 10 GOAT plan has $20 worth of GLM 5.3 usage.

GLM 5.3 is the most impressive GLM model yet
ANNOUNCEMENT

GLM 5.3 is the most impressive GLM model yet

GLM 5.3 is easily the most impressive GLM model yet. Excited to partner up and ship GLM 5.3 in Command Code AI soon.

DeepSeek V4 Pro GA: how much cheaper it is
ANNOUNCEMENT

DeepSeek V4 Pro GA: how much cheaper it is

DeepSeek V4 Pro already live in Command Code. Plans. 1 Go ($10 credits). 10 GOAT ($70 credits usage)

Gemini 3.7 Flash is live at 50% off
ANNOUNCEMENT

Gemini 3.7 Flash is live at 50% off

Gemini 3.7 Flash is now live in Command Code at 50% OFF. It's fast with frontier level intelligence

Grok 4.6 vs GPT-5.6 Sol vs Opus 5 on FlappyBench
RESEARCH

Grok 4.6 vs GPT-5.6 Sol vs Opus 5 on FlappyBench

Tested FlappyBench with Grok 4.6, GPT-5.6 Sol, and Opus 5. 3 frontier models. Same prompt with /design command.

Open well-documented pull requests by asking
DEVELOPMENT

Open well-documented pull requests by asking

Pull requests are easier now. Just ask to open a PR, It will: Read your changes. Draft the description and test plan

DeepSeek V4 Pro 0813 is live in Command Code
ANNOUNCEMENT

DeepSeek V4 Pro 0813 is live in Command Code

DeepSeek V4 Pro 0813 (latest) is live in Command Code. Same price and same model ID. DeepSeek-V4-Pro-0813 is the GA release

DeepSeek V4 Pro 0813 vs Kimi K3 vs GLM 5.2 on FlappyBench
RESEARCH

DeepSeek V4 Pro 0813 vs Kimi K3 vs GLM 5.2 on FlappyBench

Tested DeepSeek V4 Pro 0813, Kimi K3, and GLM 5.2 through FlappyBench. 3 models, same prompt with the /design command.

A GOAT dad gets his 8-year-old started with Command Code
ANNOUNCEMENT

A GOAT dad gets his 8-year-old started with Command Code

GOAT dad gets his 8yrs old started with cmd cli. what's your excuse? > "I paid for my 8-year-old son's @CommandCodeAI

Hermes and Command Code: 25 billion tokens saved
ANNOUNCEMENT

Hermes and Command Code: 25 billion tokens saved

Hermes @CommandCodeAI. 25 Billion tokens saved by Command Code now x 10.

Code reviews in the terminal with /review
DEVELOPMENT

Code reviews in the terminal with /review

Code reviews should help you ship faster, not block you. Run /review [PR number] and get your code reviews directly in the terminal

The GOAT plan wins over developers switching from Claude and OpenAI
ANNOUNCEMENT

The GOAT plan wins over developers switching from Claude and OpenAI

GOAT plan won developers' 💜 switching from claude/openai.

Align your workflows with /plans
DEVELOPMENT

Align your workflows with /plans

Use /plans to align your workflows. Browse, review, and annotate saved plans. Select plans from current session vs all.

Browse saved plans with /plans
DEVELOPMENT

Browse saved plans with /plans

Browse through plans with /plans. Browse, review, and annotate saved plans. Select plans from current session vs all.

Muse Spark 1.2 and Muse Spark 1.2 Contributor are live
ANNOUNCEMENT

Muse Spark 1.2 and Muse Spark 1.2 Contributor are live

Muse Spark 1.2 by Meta now live in Command Code. Muse Spark 1.2. Available in plans: GOAT, Pro, Max

Muse Spark 1.2 vs Kimi K3 vs GLM 5.2 on FlappyBench
RESEARCH

Muse Spark 1.2 vs Kimi K3 vs GLM 5.2 on FlappyBench

Tested Muse Spark 1.2, Kimi K3, and GLM 5.2 with our FlappyBench. 3 models, same prompt with the /design command.

Introducing the GOAT plan
ANNOUNCEMENT

Introducing the GOAT plan

Command Code GOAT plan is the best low-cost coding plan on the market today. $10/mo to get $70 credits. 7x what you pay

Plan mode removes the guesswork
DEVELOPMENT

Plan mode removes the guesswork

When the change is too big for a quick fix: Your code stays untouched. Plan it first, then review it

Qwen 3.8 Max is live, and going open weight
ANNOUNCEMENT

Qwen 3.8 Max is live, and going open weight

Qwen 3.8 Max is now live in Command Code Go. ... and it's going open weight!! most importantly, next week open-weights of Qwen3.8-Max and Qwen3.8-27B will...

Qwen3.8-Max vs Opus 5 vs GPT-5.6 Sol on FlappyBench
RESEARCH

Qwen3.8-Max vs Opus 5 vs GPT-5.6 Sol on FlappyBench

We ran a test between the new Qwen3.8-Max, Opus 5 and GPT-5.6 Sol. 3 models. same prompt. one-shot with the /design command.

Custom slash commands
DEVELOPMENT

Custom slash commands

Create custom slash commands and use them frequently. Save a prompt as a markdown file. Define its scope per project or user level

DeepSeek V4 Flash vs Kimi K3 vs GLM 5.2 on FlappyBench
RESEARCH

DeepSeek V4 Flash vs Kimi K3 vs GLM 5.2 on FlappyBench

We ran a test between the new DeepSeek V4 Flash, Kimi K3 and GLM 5.2. 3 open models. 1 prompt. /design command

GPT 5.6 Luna on the $1 Go plan
ANNOUNCEMENT

GPT 5.6 Luna on the $1 Go plan

GPT 5.6 Luna is now available in Command Code Go ($1 plan) 10x free credits. It’s 95% off right now.

GPT-5.6 Terra and Luna are 50% off
ANNOUNCEMENT

GPT-5.6 Terra and Luna are 50% off

GPT-5.6 Terra and Luna are 50% off in Command Code. Get 2X requests for every dollar of credit you spend.

Command Code co-signs the Open Weights and American AI Leadership letter
ANNOUNCEMENT

Command Code co-signs the Open Weights and American AI Leadership letter

Command Code is proud to co-sign the Open Weights and American AI Leadership letter, alongside NVIDIA and 200+ other industry leaders.

DeepSeek V4 Flash 0731 is live in Command Code
ANNOUNCEMENT

DeepSeek V4 Flash 0731 is live in Command Code

DeepSeek V4 Flash 0731 now live in Command Code. DeepSeek V4 Flash now outperforms GLM 5.2

Agent Skills: stop repeating the same prompt
DEVELOPMENT

Agent Skills: stop repeating the same prompt

Stop repeating the same prompt in every session. Use Agent Skills: an open standard for teaching agents specialized knowledge and workflows.

Inkling-Small by Thinking Machines Lab is live
ANNOUNCEMENT

Inkling-Small by Thinking Machines Lab is live

Inkling-Small by Thinking Machines Lab is now live in Command Code. $0.50/M input, 1.20/M output tokens

Stash prompts with ctrl+s
DEVELOPMENT

Stash prompts with ctrl+s

New in v1: Stashing Prompts. ctrl+s sets the prompt you are typing aside. press it again and it reappears

Qwen 3.7 Flash: 1M context and tiered pricing
ANNOUNCEMENT

Qwen 3.7 Flash: 1M context and tiered pricing

Qwen 3.7 Flash is now live in Command Code. 1M context window. Available on all plans (Go, Pro, Max, Team).

Qwen 3.7 Flash is live in Command Code
ANNOUNCEMENT

Qwen 3.7 Flash is live in Command Code

Qwen3.7 Flash is now live in Command Code. 1M context at $0.03/$0.13 per 1M tokens. Available on all plans (Go, Pro, Max, Team).

Restore conversation or code with /rewind
DEVELOPMENT

Restore conversation or code with /rewind

Bring back any message or code instantly. Use /rewind to pick a checkpoint, then choose what to restore: conversation, code, or both.

Opus 5 vs GPT-5.6 Sol vs Kimi K3: Flappy Bird
RESEARCH

Opus 5 vs GPT-5.6 Sol vs Kimi K3: Flappy Bird

We ran a test between Opus 5, GPT-5.6 Sol, and Kimi K3. One prompt. Across all three models. With our /design command.

Claude Opus 5 arrives in Command Code
ANNOUNCEMENT

Claude Opus 5 arrives in Command Code

Claude Opus 5 is now live in Command Code. Anthropic's latest thoughtful & proactive model

Claude Opus 5 is now live in Command Code
ANNOUNCEMENT

Claude Opus 5 is now live in Command Code

Anthropic's latest thoughtful and proactive model. On frontier intelligence, closet to Fable 5 at half price

dont-ask permission mode for unattended runs
DEVELOPMENT

dont-ask permission mode for unattended runs

New in Command Code: dont-ask permission mode. Runs exactly what your allowlist permits. Everything else gets denied

Fable 5 vs GPT-5.6 Sol vs Kimi K3: an endless runner
RESEARCH

Fable 5 vs GPT-5.6 Sol vs Kimi K3: an endless runner

We ran a test between Fable 5, GPT-5.6 Sol, and Kimi K3. One prompt. Across all three models. With our /design command.

Ling-3.0-flash is free in Command Code
ANNOUNCEMENT

Ling-3.0-flash is free in Command Code

Ling-3.0-flash is now free in Command Code. a hybrid-reasoning MoE model super good in our internal benchmarks, beats AntLing's 1T flagship model.

Why one developer picked Command Code over Claude Code, Codex and OpenCode
ANNOUNCEMENT

Why one developer picked Command Code over Claude Code, Codex and OpenCode

This developer picked Command Code over Claude Code, Codex, OpenCode here’s why: > I keep coming back to Command Code for personal projects, and it's not...

GPT-5.6 Sol vs Kimi K3 vs Gemini 3.6 Flash: a brick breaker game
RESEARCH

GPT-5.6 Sol vs Kimi K3 vs Gemini 3.6 Flash: a brick breaker game

We ran a test between GPT-5.6 Sol, Kimi K3, and Gemini 3.6 Flash. One prompt. Across all three models. Using our /design command.

Laguna S 2.1 is free in Command Code
ANNOUNCEMENT

Laguna S 2.1 is free in Command Code

Laguna S 2.1 is now free in Command Code. US open source model that's most capable of agentic coding in its weight class by a wide margin.

Push and pull your taste packages
DEVELOPMENT

Push and pull your taste packages

You can pull and push your taste packages. Push what it learned in a project: npx taste push

Gemini 3.6 Flash and Gemini 3.5 Flash-Lite are live
ANNOUNCEMENT

Gemini 3.6 Flash and Gemini 3.5 Flash-Lite are live

Gemini 3.6 Flash and Gemini 3.5 Flash-Lite are live in Command Code. Available on Pro, Max and Team plans

Command Code is the most used coding agent on OpenRouter
ANNOUNCEMENT

Command Code is the most used coding agent on OpenRouter

Command Code is the most used coding agent on open router overtaking Claude Code, Kilo, OpenClaw, etc.

Kimi K3 builds a 3D portfolio in three prompts
RESEARCH

Kimi K3 builds a 3D portfolio in three prompts

Tested Kimi K3 to build a 3D portfolio website. Used the /design command. Built in 3 prompts: build, continue, then recolor

Kimi K3 builds liquid metal text in Three.js
RESEARCH

Kimi K3 builds liquid metal text in Three.js

We tested Kimi K3 to build liquid metal text that wraps with your cursor in Three[.]js. Used the /design command

Create custom agents with /agents
DEVELOPMENT

Create custom agents with /agents

You can create custom agents for yourself or for your team. Run /agents, describe what it should do, which tools it can access, and Command Code handles the...

Last days of free Hy3 and discounted MiniMax M3
ANNOUNCEMENT

Last days of free Hy3 and discounted MiniMax M3

Time to use Hy3 & M3. Developers have used over 1T free tokens on Hy3 using Command Code. We're excited to see what y'all will build in the last few days...

AICodeKing: "The harness matters more than the model"
DEVELOPER STORIES

AICodeKing: "The harness matters more than the model"

YouTuber AICodeKing tested Command Code's harness against open models like GLM 5.2 and concluded the gap between open and closed models is smaller than the gap between good and bad harnesses.

Team Command Code
Team Command Code
Kimi K3 vs Fable 5: a creative portfolio for $0.035
RESEARCH

Kimi K3 vs Fable 5: a creative portfolio for $0.035

We compare Kimi K3 with Fable 5. We use our /design command for this test. The result is insanely good for only $0.035. The section and scroll animations,...

Kimi K3 vs GPT-5.6 Sol vs Fable 5 with /design
RESEARCH

Kimi K3 vs GPT-5.6 Sol vs Fable 5 with /design

Kimi K3 vs GPT-5.6 Sol vs Fable 5. Three top-tier models. Same /design prompt across all. Parameters reviewed:

Command Code is the #1 trending agent on OpenRouter
ANNOUNCEMENT

Command Code is the #1 trending agent on OpenRouter

Command Code is #1 top trending agent on openrouter! #1 in Programming App. #1 in IDE Extensions

Kimi K3 is live in Command Code
ANNOUNCEMENT

Kimi K3 is live in Command Code

First 3T scale open model. Most capable open model ever. It's Fable/Sol class open model beating Opus 4.8

Project memory with /init and AGENTS.md
DEVELOPMENT

Project memory with /init and AGENTS.md

Your agents forget everything between sessions. agents[.]md fixes that. Run /init to generate project memory in Command Code. Scans your project and files...

Four models, one Chrome Dino game
RESEARCH

Four models, one Chrome Dino game

GPT-5.6 Sol vs Fable 5 vs Muse Spark 1.1 vs Grok 4.5. We tested all four using the Chrome Dino game via the /design command.

Inkling by Thinking Machines Lab is live in Command Code
ANNOUNCEMENT

Inkling by Thinking Machines Lab is live in Command Code

Inkling by Thinking Machines Lab is now live in Command Code. Available on all plans (Go, Pro, Max, Team)

GPT-5.6 Sol vs Fable 5 vs Grok 4.5: a car racing game
RESEARCH

GPT-5.6 Sol vs Fable 5 vs Grok 4.5: a car racing game

GPT-5.6 Sol vs Fable 5 vs Grok 4.5. Built a car racing game with a UX-over-UI focus, using /design command.

Permission modes in Command Code
DEVELOPMENT

Permission modes in Command Code

Command Code has permission modes for your coding workflows. Three modes: Default: Approve each action as you go (diff + reasoning)

The first coding agent to support Muse Spark 1.1
ANNOUNCEMENT

The first coding agent to support Muse Spark 1.1

Command Code is the first & atm only coding agent that supports Muse Spark 1.1 by Meta. Shipped on the launch day. Excellent score for the cost on Command...

Fable 5 vs Grok 4.5 vs GPT 5.5: same game, same prompt
RESEARCH

Fable 5 vs Grok 4.5 vs GPT 5.5: same game, same prompt

Fable 5 vs Grok 4.5 vs GPT 5.5. We put three top-tier models to build a same game challenge.

Muse Spark 1.1 by Meta now available
ANNOUNCEMENT

Muse Spark 1.1 by Meta now available

Muse Spark 1.1 by Meta now available in Command Code.

Fable 5 vs GPT 5.5 vs GLM 5.2 vs DeepSeek V4 Pro: a retro space shooter
RESEARCH

Fable 5 vs GPT 5.5 vs GLM 5.2 vs DeepSeek V4 Pro: a retro space shooter

Fable 5 vs GPT 5.5 vs GLM 5.2 vs DeepSeek V4 Pro. We tested 4 models on a retro pixel-art space shooter game.

GPT-5.6 Sol, Terra and Luna are in Command Code
ANNOUNCEMENT

GPT-5.6 Sol, Terra and Luna are in Command Code

Shipped: GPT-5.6 Sol, Terra, and Luna. Sol, the flagship for long-horizon work. Terra balances intelligence and cost.

Muse Spark 1.1 by Meta is now in Command Code
ANNOUNCEMENT

Muse Spark 1.1 by Meta is now in Command Code

Muse Spark 1.1 by Meta is now available in Command Code. Built for coding, agentic tasks, and knowledge work.

Share your sessions with /share
DEVELOPMENT

Share your sessions with /share

Share your sessions with others. Run /share and get an instant, easy-to-copy link. Best for reviews and debugging

Grok 4.5 is now available in Command Code
ANNOUNCEMENT

Grok 4.5 is now available in Command Code

Built for coding, agentic tasks, and knowledge work. Available on all plans (Go, Pro, Max)

Tencent Hy3 is free in Command Code
ANNOUNCEMENT

Tencent Hy3 is free in Command Code

Tencent Hy3 is now completely FREE in Command Code. LIVE NOW. 100% off on tencent-hy3 till JUL 21

Theme support with /theme
DEVELOPMENT

Theme support with /theme

Shipped: Theme Support. Use /theme to switch to dark/light mode. Persists across sessions.

MiniMax M3 is now 62.5% off, permanently
ANNOUNCEMENT

MiniMax M3 is now 62.5% off, permanently

Big news!! MiniMax M3 is now 62.5% off in Command Code. Permanent price drop on one of the best open models.

DeepSeek V4 Pro vs GLM 5.2 vs Fable 5 on a game build
RESEARCH

DeepSeek V4 Pro vs GLM 5.2 vs Fable 5 on a game build

We tested 3 models on a game build with /design. DeepSeek V4 Pro, GLM 5.2, and Fable 5. Same prompt. Open models shipped UX at 500x less cost than Fable 5.

Windows DX improvements shipped
DEVELOPMENT

Windows DX improvements shipped

Agent stops mis-invoking cmd. MCP servers no longer hang on /exit. Fixed WSL and SSH extension installs

Describe a /goal and get it done
ANNOUNCEMENT

Describe a /goal and get it done

Runs the loop until the objective is met. Completion verified by independent review. /goal status to check progress.

GLM 5.2 vs Sonnet 5 with /design
RESEARCH

GLM 5.2 vs Sonnet 5 with /design

We ran a test comparing GLM 5.2 vs Sonnet 5. We used the same prompt, with /design in the command code.

Introducing /goal: The first step toward autonomous loops
ANNOUNCEMENT

Introducing /goal: The first step toward autonomous loops

Set one objective and walk away. /goal lets Command Code work toward a goal across many turns, and only calls it done after an independent check verifies it from real evidence.

Vipul Gupta
Vipul Gupta
Claude Sonnet 5 is now available in Command Code
ANNOUNCEMENT

Claude Sonnet 5 is now available in Command Code

Near-Opus performance at Sonnet pricing. Agentic tool use, browser, and terminal access. 2/M input, $10/M output through August 31.

6.9B tokens, 83,022 agent runs, $156: 3 weeks of Command Code
DEVELOPER STORIES

6.9B tokens, 83,022 agent runs, $156: 3 weeks of Command Code

JeffersonNunn.eth ran 6.9B tokens across 83,022 agent runs on Command Code for about $156 in three weeks, keeping 16 windows going every day, and still had spend left.

Team Command Code
Team Command Code
Usage limits doubled, and models run 5x to 8x faster
ANNOUNCEMENT

Usage limits doubled, and models run 5x to 8x faster

We are doubling the usage limits to: 5-hour limit — 30% of your monthly credits. Weekly limit — 60% of your monthly credits

The $1 line in a $281 stack: Command Code is "Insane ROI"
DEVELOPER STORIES

The $1 line in a $281 stack: Command Code is "Insane ROI"

vel (@Velcrafting) ran 4.8B tokens in May across a $281 AI stack. Command Code was the $1 line item, tagged "Insane ROI" next to $200 of OpenAI and $40 of grok.

Team Command Code
Team Command Code
An entire Android app for under a dollar: 500M+ tokens on Command Code
DEVELOPER STORIES

An entire Android app for under a dollar: 500M+ tokens on Command Code

Yzn (@yazanbruv) ran 500M+ tokens on DeepSeek V4 through Command Code's $1 plan and shipped a fully functional Android app, now in review, for less than a dollar.

Team Command Code
Team Command Code
GLM-5.2 Fast is live in Command Code
ANNOUNCEMENT

GLM-5.2 Fast is live in Command Code

GLM-5.2 Fast is now live on Command Code! The high-throughput build of GLM-5.2, same frontier coding, now at 120–250 tokens/sec for snappier long-horizon runs.

Fugu Ultra by Sakana AI is live in Command Code
ANNOUNCEMENT

Fugu Ultra by Sakana AI is live in Command Code

Fugu Ultra is live in Command Code. A multi-agent model from Sakana AI built to orchestrate top models for hard, multi-step tasks.

/fork: branch a session from the current context
DEVELOPMENT

/fork: branch a session from the current context

New in v0.40.0 ⋅ /fork. Fork new sessions from current context. The original stays intact.

Share your usage stats as a card
ANNOUNCEMENT

Share your usage stats as a card

"Share your usage" is now live in Command Code! Turn your usage stats into a shareable card for X, Discord, and Reddit.

GLM-5.2 is live in Command Code
ANNOUNCEMENT

GLM-5.2 is live in Command Code

GLM-5.2 is now live on Command Code! A frontier open-source reasoning model built for long-horizon tasks.

Kimi K2.7 Code HighSpeed is in Command Code
ANNOUNCEMENT

Kimi K2.7 Code HighSpeed is in Command Code

Kimi K2.7 Code HighSpeed is now in Command Code! A high-speed mode of open-source multimodal coding model, Kimi K2.7 Code.

MiniMax M3 is free in Command Code
ANNOUNCEMENT

MiniMax M3 is free in Command Code

MiniMax M3 is now FREE in Command Code! We're partnering up with MiniMax. One of the best open models.

Kimi K2.7 Code is now in Command Code
ANNOUNCEMENT

Kimi K2.7 Code is now in Command Code

Kimi K2.7 Code is now in available in Command Code. 10x free credits in Go. Our new #1 open mode in internal benchmarks.

Everything we shipped in one day
DEVELOPMENT

Everything we shipped in one day

THIS. IS. HOW. WE. DO. IT. all this in one day. feat: add Claude Fable 5. fix: resolve [Text#N] paste placeholder into text for slash commands on submit

Claude Fable 5 is now available in Command Code
ANNOUNCEMENT

Claude Fable 5 is now available in Command Code

Claude Fable 5 now available on Command Code. The Mythos class, state-of-the-art model shows exceptional performance in software engineering tasks, agentic...

Web search and web fetch in your terminal
DEVELOPMENT

Web search and web fetch in your terminal

New in v0.33.2. Browse the web now from your terminal. Web Search → ranked results. Web Fetch → reads full pages, not a snippet

/configure-models: pick a model for background tasks
DEVELOPMENT

/configure-models: pick a model for background tasks

New in v0.32.3 ⋅ /configure-models. Routes background requests to a model of your choice. Run compaction on MiniMax M2.5

NVIDIA Nemotron 3 Ultra is now in Command Code
ANNOUNCEMENT

NVIDIA Nemotron 3 Ultra is now in Command Code

NVIDIA Nemotron 3 Ultra now available in Command Code! Strongest US open model yet! 1M context

A $200/mo Claude Code user is moving Opus 4.7 work to DeepSeek Pro
DEVELOPER STORIES

A $200/mo Claude Code user is moving Opus 4.7 work to DeepSeek Pro

Austin Ginder, a heavy $200/mo Claude Code user, ran 21.5M tokens through DeepSeek Pro on Command Code for 75 cents — and started moving his Opus 4.7 work to it.

Team Command Code
Team Command Code
Command Code crossed 10K paying customers in 30 days
ANNOUNCEMENT

Command Code crossed 10K paying customers in 30 days

Thank you everyone for all your support. We're excited to ship a lot of cool new stuff we're cooking this month. GUI, ACP, SDK, and more.

Qwen 3.7 Plus is free for an hour
ANNOUNCEMENT

Qwen 3.7 Plus is free for an hour

NEW MODEL. Qwen 3.7 Plus is free in Command Code for next hour. Cheaper than max and prev 3.6 plus.

MiniMax M3 is 50% off for a week
ANNOUNCEMENT

MiniMax M3 is 50% off for a week

MiniMax M3 is now 50% off for the next week! If you haven’t tried it yet, our Go plan starts at just $1 and includes $10 in usage credits.

MiniMax M3 is live in Command Code
ANNOUNCEMENT

MiniMax M3 is live in Command Code

MiniMax M3 is live now on CommandCode! A frontier-class open-weight model with 1M context, frontier coding, agentic performance, and native multimodality

Qwen 3.7 Max is free in Command Code
ANNOUNCEMENT

Qwen 3.7 Max is free in Command Code

Qwen 3.7 Max is now FREE in Command Code. One of the most premium open models! LIVE NOW. for all subscribers $1 Go, Pro, Max, Ultra!!

$1M run rate, 1 trillion tokens and 9K customers in 24 days
ANNOUNCEMENT

$1M run rate, 1 trillion tokens and 9K customers in 24 days

BIG day for us!! Command Code is now one of the fastest-growing coding agent harness for open models. 3rd largest by usage.

Step 3.7 Flash is live in Command Code
ANNOUNCEMENT

Step 3.7 Flash is live in Command Code

Step 3.7 Flash is one of the fastest low-cost open models, now live in Command Code. 400 tokens/sec

36K+ tool repairs shipped in Command Code 0.28.0
DEVELOPMENT

36K+ tool repairs shipped in Command Code 0.28.0

Big!! We just shipped 36K+ tool repairs in command-code@0.28.0. This would improve 29 different models and 36K+ tool errors won't happen.

MiMo-V2.5-Pro and MiMo-V2.5 are ~99% off
ANNOUNCEMENT

MiMo-V2.5-Pro and MiMo-V2.5 are ~99% off

MiMo-V2.5-Pro & MiMo-V2.5 are now 99% off on Command Code. This is like 100x more usage! Input, output, and cache pricing are all lower.

Command Code now accepts UPI
ANNOUNCEMENT

Command Code now accepts UPI

Go plan billed in INR at ₹140/month. Card still works everywhere else. Pay in INR, code with 20+ models.

Qwen 3.7 Max is 50% off in Command Code
ANNOUNCEMENT

Qwen 3.7 Max is 50% off in Command Code

Qwen 3.7 Max is now 50% off on Command Code. Same budget, 2x the requests. Input, output, cache read/write all discounted

--model now sets the model for any run
DEVELOPMENT

--model now sets the model for any run

New in v0.26.21. Works in the TUI. Works headless with -p. Fuzzy matching on every model ID.

Introducing the Command Code Provider API
ANNOUNCEMENT

Introducing the Command Code Provider API

Use your Command Code plan with OpenAI and Anthropic compatible clients using your Command Code API key.

Ahmad Bilal
Ahmad Bilal
Introducing /design: your terminal-native design partner
ANNOUNCEMENT

Introducing /design: your terminal-native design partner

Introducing "/design": the skill that turns Command Code into your terminal-native design partner.

Introducing the Command Code Provider API
ANNOUNCEMENT

Introducing the Command Code Provider API

Introducing Command Code Provider API. Use your Command Code plan through an OpenAI and Anthropic compatible API.

Qwen 3.7 Max is now in Command Code
ANNOUNCEMENT

Qwen 3.7 Max is now in Command Code

New in v0.26.20. Command Code supports Qwen 3.7 Max. Frontier coding model with long-horizon agent execution.

/design: the skill that turns Command Code into your design partner
DESIGN

/design: the skill that turns Command Code into your design partner

The skill that turns Command Code into your design agent. Eighteen modes for color, type, layout, motion, states, and accessibility. Built against glassmorphism by default

Naymur RahmanObaid Nadeem
Naymur and Obaid
A dollar for $40 of DeepSeek V4 Pro usage
ANNOUNCEMENT

A dollar for $40 of DeepSeek V4 Pro usage

Hard to say no to that. how did we make deepseek outperform opus 4.7? btw we've raised $5M from the best investors in silicon valley, we got you!!

/plan now takes a task inline
DEVELOPMENT

/plan now takes a task inline

Reads your code before it writes any. Outputs the plan as a file. Edit it. Then run it. Execution is the easy part.

Gemini 3.5 Flash lands in Command Code
ANNOUNCEMENT

Gemini 3.5 Flash lands in Command Code

New in v0.26.11. Command Code supports Gemini 3.5 Flash. Pro-level coding, parallel agentic execution, 1M token context.

Configurable reasoning effort in /model
DEVELOPMENT

Configurable reasoning effort in /model

New in v0.26.5. /model now supports configurable reasoning effort. Set it from low through max.

Milestone: Command Code broke 100 billion tokens
ANNOUNCEMENT

Milestone: Command Code broke 100 billion tokens

Milestone: we broke 100 billion tokens! Command Code was 3rd & 6th most used coding agent1 this week and probably the most used coding harness in the world...

DeepSeek V4 Pro is 75% off: your credits just got 4x stronger
ANNOUNCEMENT

DeepSeek V4 Pro is 75% off: your credits just got 4x stronger

Your credits just got 4x stronger. DeepSeek V4 Pro is 75% off on Command Code until May 31:

Rules Rot. Skills Decay. Taste Is What Scales.
ENGINEERING

Rules Rot. Skills Decay. Taste Is What Scales.

Rules files and skills decay over time. The real solution is coding taste, patterns learned from how you actually write code.

Maedah Batool
Maedah Batool
OpenAI GPT models, now available in Command Code
ANNOUNCEMENT

OpenAI GPT models, now available in Command Code

Ship faster with OpenAI GPT models in Command Code, with a purpose-built coding harness, taste conditioned on your coding patterns, and cross-model PR review.

Ahmad Bilal
Ahmad Bilal
OpenAI GPT models are now available in Command Code
ANNOUNCEMENT

OpenAI GPT models are now available in Command Code

Big update. Build, debug, test, refactor, and review code with GPT models while Command Code learns your coding taste.

I Gave Two AI Coding Agents the Same Prompt. Only One Wrote My Code.
ENGINEERING

I Gave Two AI Coding Agents the Same Prompt. Only One Wrote My Code.

Ran the same 3 prompts through Command Code and Claude Code. Claude wrote correct code, but Command Code wrote *my* code every single time. The difference is worth seeing.

Maedah Batool
Maedah Batool
From Designing Generic UI to Yours: 10 Taste Packages for AI-Assisted Design Systems
DESIGN

From Designing Generic UI to Yours: 10 Taste Packages for AI-Assisted Design Systems

Run npx taste pull and Command Code starts building UI in the style of Apple, Vercel, Shopify, or seven others. Learn how design taste files work.

Obaid Nadeem
Obaid Nadeem
Taste-Driven Development: How Command Code Learns Your Coding Style
ENGINEERING

Taste-Driven Development: How Command Code Learns Your Coding Style

Command Code learns from your feedback to generate code that matches your coding taste. How we built a system that adapts to how you actually write.

Ahmad Awais
Ahmad Awais
Ten free design system taste packages
ANNOUNCEMENT

Ten free design system taste packages

Today we're shipping ten free design system taste packages. Inspired from industry best examples like:

Deterministic hooks for non-deterministic agents
ENGINEERING

Deterministic hooks for non-deterministic agents

We shipped hooks today, a programmable API to the Command Code lifecycle. Run your own code, deterministically, at the boundary where the agent crosses from deciding to acting.

Vipul Gupta
Vipul Gupta
Introducing Hooks in Command Code
ANNOUNCEMENT

Introducing Hooks in Command Code

Gives you deterministic control over agent behavior without relying on the model to follow instructions.

AI Terminology #28: Beam Search
TUTORIAL

AI Terminology #28: Beam Search

A decoding algorithm that explores multiple possible output sequences in parallel and keeps the most likely ones at each step to improve overall results.

AI Terminology #27: Top-k Sampling
TUTORIAL

AI Terminology #27: Top-k Sampling

A decoding method that limits the model’s choices to the k most likely next tokens, balancing coherence and diversity in generated text.

Taste vs Skills vs Rules
ENGINEERING

Taste vs Skills vs Rules

Why static configuration decays, why tutorials only go so far, and why continuous learning from developer behavior is the missing layer.

Ahmad Awais
Ahmad Awais
Claude Opus 4.7 is live in Command Code
ANNOUNCEMENT

Claude Opus 4.7 is live in Command Code

Claude Opus 4.7 is now available in Command Code. Try now! npm install -g command-code

Claude Opus 4.7 is now available in Command Code
ANNOUNCEMENT

Claude Opus 4.7 is now available in Command Code

Try now!!! npm install -g command-code

AI Terminology #26: Temperature
TUTORIAL

AI Terminology #26: Temperature

A decoding parameter that controls randomness in model outputs. Lower values make responses more deterministic, while higher values increase creativity and...

Agentic PR review workflow with Command Code
ENGINEERING

Agentic PR review workflow with Command Code

Shift from scattered PR feedback to confident shipping decisions with agentic review that understands your codebase, your workflow, and how you think about code.

Maham Batool
Maham Batool
AI Terminology #25: Softmax
TUTORIAL

AI Terminology #25: Softmax

A function that converts raw model outputs (logits) into probabilities that sum to 1, helping the model choose the most likely next token.

AI Terminology #22: Logits
TUTORIAL

AI Terminology #22: Logits

The raw, unnormalized output values from a model before probabilities are applied, typically passed through a softmax function.

AI Terminology #21: Perplexity
TUTORIAL

AI Terminology #21: Perplexity

A metric used to evaluate language models, measuring how well a model predicts a sequence. Lower perplexity indicates better performance.

The Full Stack of Terminals Explained: Terminal, Shell, TTY, Console, POSIX, ANSI Escapes & PTYs
ENGINEERING

The Full Stack of Terminals Explained: Terminal, Shell, TTY, Console, POSIX, ANSI Escapes & PTYs

A deep dive into the full stack of terminals — what makes a terminal, how shells work, what TTY and PTY mean, POSIX standards, ANSI escape codes, and more.

Ahmad Awais
Ahmad Awais
Better prompting cheat sheet
TUTORIAL

Better prompting cheat sheet

Be specific (who, what, why, format). Give context (background + goal). Define the role (“Act as...”)

Making Engineering Conventions Portable with npx taste push/pull
ENGINEERING

Making Engineering Conventions Portable with npx taste push/pull

Taste files solve a personal problem. But engineering is a team sport. Here's how we built the infrastructure to make accumulated engineering judgement portable across teams and open source projects.

Ankit Kumar
Ankit Kumar
Why compaction fails in coding agents when it matters most
ENGINEERING

Why compaction fails in coding agents when it matters most

When long coding sessions hit their limits, most agents break by losing context. Here’s why compaction fails and how a better approach fixes it.

Maham Batool
Maham Batool
AI Terminology #20: Distillation
TUTORIAL

AI Terminology #20: Distillation

A training technique where a smaller “student” model learns to replicate the behavior of a larger “teacher” model, preserving performance while reducing...

AI Terminology #19: Quantization
TUTORIAL

AI Terminology #19: Quantization

A technique that reduces the precision of a model’s numbers (e.g., from 32-bit to 8-bit) to make it smaller, faster, and more efficient to run.

AI Terminology #18: Backpropagation
TUTORIAL

AI Terminology #18: Backpropagation

A training algorithm that computes gradients of the loss function and propagates them backward through the network to update model weights.

Why Teams Should Be Building Coding Taste
ENGINEERING

Why Teams Should Be Building Coding Taste

AI coding agents write correct code, not your code. Teams that build and share coding taste (learned preferences from accept/reject/edit signals) compound a 5-10x productivity advantage. Here's the information-theoretic argument for why taste is the next frontier of AI-assisted development.

Ahmad Awais
Ahmad Awais
Introducing Command Code: the coding agent that learns your taste
ANNOUNCEMENT

Introducing Command Code: the coding agent that learns your taste

We've raised $5M to launch the first coding agent that can continuously learn your coding taste.

Replacing a $299/mo Influencer Tool With 200 Lines of Command Code Skill in 3 cents
MARKETING

Replacing a $299/mo Influencer Tool With 200 Lines of Command Code Skill in 3 cents

Learn how our PMM team built a creator-discovery pipeline as a Command Code skill that finds dev creators better than the SaaS tools like Modash and Upfluence. Runs in 10 minutes, and costs about 3 cents per run.

Farhan Malik
Farhan Malik
AI Terminology #17: Gradient Descent
TUTORIAL

AI Terminology #17: Gradient Descent

An optimization algorithm used to minimize a model’s error by iteratively adjusting its parameters in the direction that reduces loss.

AI Terminology #16: Multi-Head Attention
TUTORIAL

AI Terminology #16: Multi-Head Attention

A mechanism within transformer models that allows the system to attend to different parts of the input simultaneously, capturing multiple relationships at once.

What serious coding agents do on a production codebase
AI AGENTS

What serious coding agents do on a production codebase

AI that can operate directly on a production codebase. Serious coding agents don’t autocomplete. They build a symbol graph, resolve cross-file references,...

AI Terminology #15: Autoregressive Model
TUTORIAL

AI Terminology #15: Autoregressive Model

A type of model that generates outputs sequentially, where each token is predicted based on previously generated tokens.

AI Terminology #14: Tool Calling
TUTORIAL

AI Terminology #14: Tool Calling

The ability of an AI model or agent to invoke external functions, APIs, or services to perform actions beyond text generation.