The Lab

Movers


Which repositories gained and lost working developers between June and July — and, just as usefully, how few of them actually moved.

Panel window JanuaryJuly · refreshed monthly · last collected Aug 18, 2026

A repository appears here only if it cleared all three gates: 8 people on it in June, a change of at least 5 people, and a change of at least 30%. Small denominators and big-repo drift both produce impressive-looking multiples that mean nothing.

12 rose and 45 fell by enough to count. The other 67 repositories with a June foothold held steady — that is the normal state of this data, and a board that always shows ten winners is padding.

Rising

Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop…
fleet-opssupervision-burdenmulti-runtime
2160 people · +39
the runtime your coding agents live on
agent-harnessfleet-ops
2047 people · +27
Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM…
multi-runtimeinference-costtoken-optimization
1633 people · +17
Show usage stats for OpenAI Codex and Claude Code, without having to login.
observabilityinference-cost
1428 people · +14
Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer…
config-transplantrole-specialization
1322 people · +9
20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL…
data-analysisagent-native-access
3251 people · +19
⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.
multi-runtimeinference-costobservability
1217 people · +5
The Open Framework for Building Agents
agent-harness
1217 people · +5
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
agent-harnesscode-generationtool-use
4664 people · +18
The open-source app everyone uses to manage agents at work
fleet-opssupervision-burden
2332 people · +9
Orchestrate multiple coding agents from desktop and mobile
fleet-opssupervision-burdenremote-control
2230 people · +8
Sub2API 一站式开源中转服务,让 Claude、Openai 、Gemini、Grok订阅统一接入,支持拼车共享,更高效分摊成本,原生工
multi-runtimeinference-cost
5472 people · +18

Falling

Use Claude Code, Codex and Pi for free from your terminal, app, IDE, or phone like OpenClaw (voice supported)
inference-costmulti-runtimeremote-control
161 people · -15
Self-hosted AI workspace.
privacy
292 people · -27
LLM 驱动的多市场股票智能分析系统:多源行情、实时新闻、决策看板与自动推送,支持零成本定时运行。 LLM-power
data-analysisautonomous-research
131 people · -12
AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
autonomous-researchrag
121 people · -11
Universal memory layer for AI Agents
memorycontext-engineering
91 people · -8
Use ChatGPT Developer Mode as a local coding agent for your repo through MCP.
code-generationagent-harness
81 people · -7
MiMo Code: Where Models and Agents Co-Evolve
code-generationagent-harness
315 people · -26
Spec-driven development (SDD) for AI coding assistants.
context-engineeringcode-generation
173 people · -14
Desktop Companion for Hermes Agent
agent-harness
173 people · -14
Unsloth is a local UI for training and running Kimi K3, Gemma 4, Qwen3.6, DeepSeek-V4, GLM and other models.
fine-tuninglocal-modelsinference-cost
112 people · -9
Browser automation CLI for AI agents
browser-controlagent-native-access
112 people · -9
Zap is an open, local-first terminal with first-class AI and agent support.
agent-harnesslocal-models
112 people · -9
An enhanced tool for CodexApp, striving to make Codex better to use and more comfortable 一个CodexApp的增强工具,努力让Codex变得更好用
agent-harness
489 people · -39
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
code-generationcontext-engineering
153 people · -12
Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and…
context-engineeringtoken-optimizationcode-generation
276 people · -21
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal…
model-traininglocal-models
123 people · -9
The agent engineering platform.
agent-harnesstool-userag
82 people · -6
Local-first AI agent workspace for coding, writing, design, research, and automation — one runtime for desktop GUI and TUI.
agent-harnessprivacy
195 people · -14
Codex++ tweak system for the Codex desktop app
agent-harness
113 people · -8
A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time…
context-engineeringsupervision-burden
103 people · -7
A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding…
discovery
186 people · -12
Review-first terminal diff viewer for agentic coders
supervision-burdencode-review
93 people · -6
Voice-to-text dictation app with local (Nvidia Parakeet/Whisper) and cloud models (BYOK). Privacy-first and available cross-platform.
privacylocal-modelsdictation
93 people · -6
Kiro is an agentic IDE that works alongside you from prototype to production.
code-generationagent-harness
93 people · -6
Run frontier AI locally.
local-modelsinference-cost
83 people · -5
Antigravity CLI brings the reasoning, execution, and orchestration capabilities of Antigravity agent harness directly into your terminal.
agent-harnesscode-generation
198 people · -11
LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar
local-modelsinference-cost
188 people · -10
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
design-toolinglocal-models
94 people · -5
💫 Toolkit to help you get started with Spec-Driven Development
context-engineeringcode-generation
115 people · -6
A curated list of modern Generative Artificial Intelligence projects and services
tool-discovery
136 people · -7
A curated list of awesome plugins, themes, agents, projects, and resources for https://opencode.ai
tool-discovery
136 people · -7
Hermes WebUI: The best way to use Hermes Agent from the web or from your phone!
remote-controlagent-harness
178 people · -9
The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / custom js functions in secure environment.
tool-useagent-safety
147 people · -7
Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap…
agent-harnessmulti-runtimeagent-safety
126 people · -6
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing…
context-engineeringtoken-optimizationmemory
105 people · -5
The official Lark/飞书 CLI tool, maintained by the larksuite team — built for humans and AI Agents. Covers core business domains including…
agent-native-accesstool-use
3418 people · -16
The one and only agent harness for complex codebases. Project memory, planning, execution, and verified completion inside Codex.
agent-harnessmemorycode-generation
179 people · -8
The design language that makes your AI harness better at design.
design-toolingcode-generation
137 people · -6
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw…
agent-harnessmulti-runtime
3922 people · -17
LLM inference in C/C++
local-modelsinference-cost
4326 people · -17
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for…
token-optimizationcontext-engineeringinference-cost
1912 people · -7
An open-source database of AI models.
model-selectioninference-cost
3120 people · -11
AstrBot Plugin Collections. Submit plugin: https://cloud.astrbot.app/
tool-use
3724 people · -13
The open agent skills tool - npx skills
config-transplanttool-use
2114 people · -7
Warp is an agentic development environment, born out of the terminal.
agent-harnesscode-generation
1611 people · -5

These readings come from a rolling panel of 66,704 accounts, all polled across the full window; 20,330 recorded any activity inside it. How this is measured