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Geek Labs

Daily shares of interesting GitHub open-source projects. AI tools, automation gems, technical tutorials, open-source inspiration.

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Recent Articles

Latest from Geek Labs

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Geek Labs
Geek Labs
Sep 26, 2026 · Artificial Intelligence

This 600-Star Swift Agent Lets AI Operate Your Entire Mac — Safely

AgentiLoop Agent is a native Swift macOS application that enables AI models to control the entire system — editing code, running Xcode builds, operating any app via accessibility APIs, executing shell commands, and sending iMessage reports — while enforcing safety through goal-state verification, read-before-edit enforcement, snapshots with rollback, dangerous command blocking, and 273 automated tests.

AI AgentAccessibility APIApple Intelligence
1 likes · 9 min read
This 600-Star Swift Agent Lets AI Operate Your Entire Mac — Safely
Geek Labs
Geek Labs
Sep 25, 2026 · Industry Insights

Highball: Open-Source Mac Gaming Tool Queries Compatibility DB Before 80GB Downloads

Highball is a native macOS app for Apple Silicon that installs Wine and rendering layers (DXMT, D3DMetal, DXVK) to run Windows games, but its key innovation is an open CC0 compatibility database that tells you whether a game runs, which renderer to use, and expected frame rates before you download gigabytes of data.

Apple SiliconCC0Highball
0 likes · 12 min read
Highball: Open-Source Mac Gaming Tool Queries Compatibility DB Before 80GB Downloads
Geek Labs
Geek Labs
Sep 23, 2026 · Frontend Development

Teaching AI Design Taste: 38k-Star Skill Pack for Polished UI Animations

The emilkowalski/skills project (38.1k stars) distills a Vercel design engineer's decade of experience into 13 Markdown skill files that teach AI coding tools like Claude Code and Cursor concrete animation rules — easing curves, durations, performance pitfalls, and Apple's fluid interface principles — so AI-generated UIs gain polished, native-feeling interactions.

AI-assisted developmentClaude CodeCursor
0 likes · 14 min read
Teaching AI Design Taste: 38k-Star Skill Pack for Polished UI Animations
Geek Labs
Geek Labs
Sep 22, 2026 · Operations

Horizon: Infinite Canvas Terminal for Parallel AI Coding Agents

Horizon is a GPU-accelerated terminal board that replaces tabs with an infinite canvas, natively integrating seven coding agents, a shared browser with human-agent handoff, and persistent sessions, enabling spatial organization of multi-agent workflows for developers managing parallel AI-assisted coding tasks.

AI agentsGPU accelerationInfinite Canvas
0 likes · 13 min read
Horizon: Infinite Canvas Terminal for Parallel AI Coding Agents
Geek Labs
Geek Labs
Sep 21, 2026 · Artificial Intelligence

clawpatch: AI Reviews AI Code via Local Agents — Pipeline with Full Audit Trail

clawpatch orchestrates local coding agents like Codex CLI and Claude Code as subprocesses to review, fix, and revalidate AI-generated code through a six-stage pipeline (init, map, review, fix, revalidate, open-pr) with semantic slicing, evidence-backed findings, read-only sandboxes, and explicit human approval — without ever calling model APIs directly.

AI code reviewCI integrationCodex CLI
0 likes · 14 min read
clawpatch: AI Reviews AI Code via Local Agents — Pipeline with Full Audit Trail
Geek Labs
Geek Labs
Sep 20, 2026 · Fundamentals

INSLIB: Aviation-Grade Inertial Navigation Library with DO-178C Discipline in C

INSLIB is an open-source C library for inertial navigation that implements aviation-grade engineering practices including MC/DC testing, requirements traceability, and numerically stable UDU square-root Kalman filtering, designed for bare-metal embedded systems with multi-sensor fusion support.

DO-178CKalman filterMC/DC testing
0 likes · 12 min read
INSLIB: Aviation-Grade Inertial Navigation Library with DO-178C Discipline in C
Geek Labs
Geek Labs
Sep 19, 2026 · Artificial Intelligence

Why One Token-Saving Tool Isn't Enough: RTK, Headroom, Caveman, Ponytail Compared

This article analyzes four AI coding tools—RTK, Headroom, Caveman, and Ponytail—that reduce token waste at different layers: command output, context compression, verbose responses, and over-engineered code, explaining how they complement or conflict and recommending a low-risk Ponytail+RTK starter combo.

AI coding assistantsCavemanHeadroom
0 likes · 9 min read
Why One Token-Saving Tool Isn't Enough: RTK, Headroom, Caveman, Ponytail Compared
Geek Labs
Geek Labs
Sep 18, 2026 · Artificial Intelligence

Graft Ditches Embeddings: AI Coding Agents Need a Map, Not More Retrieval

Graft builds a local Markdown knowledge graph for AI coding agents, replacing embedding-based retrieval with deterministic structural analysis and optional LLM semantic layers, auto-refreshing on each query to cut token usage by 42% and improve SWE-bench scores by 12 percentage points.

AI coding agentsGraftKnowledge Graph
0 likes · 13 min read
Graft Ditches Embeddings: AI Coding Agents Need a Map, Not More Retrieval
Geek Labs
Geek Labs
Sep 17, 2026 · Artificial Intelligence

Three Ways AI Takes Over Blender: Real-Time Control, CLI Generation, Visual Loops

The article analyzes three distinct architectural approaches for AI agents to control Blender—real-time MCP remote control, automated CLI harness generation, and visual feedback loops—comparing their trade-offs in interactivity, determinism, and quality assurance for 3D production workflows.

3D modelingAI agentsBlender Python API
0 likes · 16 min read
Three Ways AI Takes Over Blender: Real-Time Control, CLI Generation, Visual Loops