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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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Latest from Geek Labs

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Geek Labs
Geek Labs
Jul 23, 2026 · Operations

How Intelligent Terminal Adds an AI Sidebar to Windows Terminal

Intelligent Terminal, a fork of Windows Terminal, embeds an AI panel that automatically captures error context, follows pane focus, and runs background tasks without blocking the shell, letting developers interact with agents like Copilot, Claude Code, or custom tools directly from the terminal.

AI agentClaude CodeCopilot CLI
0 likes · 8 min read
How Intelligent Terminal Adds an AI Sidebar to Windows Terminal
Geek Labs
Geek Labs
Jul 22, 2026 · Operations

Three Open‑Source Tools That Solve Everyday macOS Development Pain Points

The article reviews three open‑source utilities—uninstally for thorough macOS app cleanup, dnsglobe for visualizing DNS propagation across dozens of resolvers, and syntaqlite for full‑featured SQLite linting and LSP support—explaining their motivations, core features, installation methods, and ideal users.

Development Toolsdnsglobemacos
0 likes · 10 min read
Three Open‑Source Tools That Solve Everyday macOS Development Pain Points
Geek Labs
Geek Labs
Jul 21, 2026 · Artificial Intelligence

Four New Tools That Turn AI Coding Agents from Toys into a Full‑Time Workflow

The article examines why single‑agent CLI tools like Claude Code hit limits in concurrency, verification, and interruption handling, and evaluates four open‑source projects—pi_agent_rust, firstmate, bernstein, and agent-chief—that each address a specific layer (engine speed, collaborative scheduling, auditable output, and attention protection) to transform AI coding agents into a robust engineering system.

AI codingClaude Codeagent-chief
0 likes · 12 min read
Four New Tools That Turn AI Coding Agents from Toys into a Full‑Time Workflow
Geek Labs
Geek Labs
Jul 20, 2026 · Operations

Three Open‑Source Web Terminal Tools for Remotely Controlling Your Home PC

This article compares three open‑source web terminal projects—ttyd, WeTTY, and Termix—explaining how they each solve the browser‑based terminal layer, detailing deployment steps, use‑case scenarios, and recommending Tailscale plus ttyd as the simplest solution for remote home‑computer access.

Remote AccessTailscaleTermix
0 likes · 9 min read
Three Open‑Source Web Terminal Tools for Remotely Controlling Your Home PC
Geek Labs
Geek Labs
Jul 19, 2026 · Artificial Intelligence

7 Open-Source AI PPT Projects Every Developer Should Try

The article surveys seven popular open‑source AI PPT generators on GitHub, detailing each project's star count, output format (editable PPTX or HTML), key features, licensing, and recommending which tool fits specific presentation needs.

AI PPTGitHubHTML slides
0 likes · 8 min read
7 Open-Source AI PPT Projects Every Developer Should Try
Geek Labs
Geek Labs
Jul 16, 2026 · Artificial Intelligence

Four AI Agent Tools for Compliance Auditing, Attention Management, Team Collaboration, and High Performance

This article introduces four open‑source AI Agent projects—Bernstein, Agent Chief, firstmate, and pi_agent_rust—detailing how each addresses a specific real‑world challenge such as audit‑grade traceability, interrupt‑free attention handling, coordinated team workflows, and low‑latency high‑performance code assistance, with installation commands, security features, and GitHub statistics.

AI Agentsattention managementaudit traceability
0 likes · 8 min read
Four AI Agent Tools for Compliance Auditing, Attention Management, Team Collaboration, and High Performance
Geek Labs
Geek Labs
Jul 15, 2026 · Artificial Intelligence

Ponytail vs. Caveman: How to Save Tokens in AI‑Powered Coding

The article compares Ponytail and Caveman, two open‑source AI coding assistants, analyzing their distinct approaches to reducing token consumption, presenting benchmark data, and offering guidance on when to use each tool or combine them for optimal efficiency.

AI coding assistantCavemanPonytail
0 likes · 7 min read
Ponytail vs. Caveman: How to Save Tokens in AI‑Powered Coding
Geek Labs
Geek Labs
Jul 14, 2026 · Artificial Intelligence

How Colibri Runs a 744 B MoE Model on CPU with Only 25 GB RAM

Colibri demonstrates that the 744‑billion‑parameter GLM‑5.2 MoE model can be executed on a pure‑CPU system using roughly 25 GB of memory by streaming expert weights from disk, int4‑quantizing dense parameters, and employing a compact C inference engine.

CPU inferenceGLM-5.2MLA Attention
0 likes · 7 min read
How Colibri Runs a 744 B MoE Model on CPU with Only 25 GB RAM