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ai deep-dive

Text / Image to Lottie: A Landscape Overview of AI Animation Generation Tools

From the CLI tool kin3o to the CVPR 2026 paper OmniLottie — a survey of open-source approaches for converting text and images into Lottie animations, with performance benchmarks and selection guidance.

tech deep-dive

AI-Powered E2E Testing: How canary, Stagehand, Magnitude, and Shortest Each Solve the Problem

AI agents running tests are non-reproducible; hand-written Playwright is hard to maintain. Four tools that emerged in 2024-2025 each tackle this dilemma with very different design philosophies.

ai deep-dive

Open Design: The Open-Source Claude Design Alternative Forked in 11 Days

Anthropic shipped Claude Design on 2026-04-17. On 4-28, nexu-io/open-design went public -- same artifact-first loop, Apache-2.0, runs on the 16 coding-agent CLIs you already have. Two weeks from 0.1 to 0.7, 40k+ stars. A paradigm shift that flattens AI design tools from vertical SaaS into a skill bundle.

ai deep-dive

system_prompts_leaks Deep Dive: What Problem Does a 40k-Star AI System Prompt Archive Solve

asgeirtj/system_prompts_leaks collects the raw system prompts of 40+ AI assistants, from GPT-5.5 and Claude Opus 4.7 to Gemini 3.1 Pro, with 40.3k stars, 461 commits, and an MIT license. The value isn't in obtaining secrets -- it's in turning vendors' implicit policies into comparable engineering material. What you should study is the design decisions, not the text itself.

tech

Warp: From Modern Terminal to Agentic Development Environment

Warp evolved from a Rust-powered modern terminal into an AI Agent-integrated development environment (ADE), open-sourced under AGPL in April 2026, with over 700,000 developer users.

ai deep-dive

goose: Open-Source, Cross-Platform, LLM-Agnostic Local AI Agent

goose is an open-source AI Agent maintained by the Linux Foundation's AAIF, supporting 15+ LLM providers and 70+ MCP extensions, built with Rust as a Desktop App + CLI + API. It positions itself as a vendor-neutral, self-hostable alternative to Claude Code.

ai project

Qwen (Tongyi Qianwen): Alibaba's Open-Source LLM Family, from 72B to 397B — A Complete Evolution Overview

Qwen (Tongyi Qianwen) is Alibaba's open-source LLM family, known for its Apache 2.0 license, 201-language coverage, and rapid iteration. The latest Qwen3.6 (2026/04) focuses on Agentic Coding — the 27B Dense version achieves 77.2% on SWE-bench and 59.3% on Terminal-Bench 2.0, on par with Claude Opus. A new Thinking Preservation feature lets agents retain reasoning context across turns.

marketing project

AEO / GEO Tool Landscape: Input, Traffic, and Output Layers — From isitagentready to aeo-radar to Profound

AEO/GEO tools aren't a single category — they span three distinct layers: the input layer (is your website ready for AI to read), the traffic layer (how much are AI bots actually crawling), and the output layer (how is your brand mentioned in AI answers). This post maps out all three layers, from open-source self-hosted options to commercial SaaS.

tech project

DeerFlow: ByteDance's Open-Source Super Agent Harness for Long-Running Research Tasks

DeerFlow is ByteDance's open-source Super Agent Harness built on Python 3.12 + LangGraph. It orchestrates long-running tasks through sandboxes, long-term memory, sub-agents, skills, and a messaging gateway. It hit #1 on GitHub Trending in February 2026, now surpassing 63,000 stars, with support for Telegram/Slack/Feishu, Claude Code integration, and multiple search backends.

ai project

Vercel Open Agents: Moving the Coding Agent from Your Laptop to the Cloud

An open-source coding agent reference implementation from Vercel Labs. A three-layer architecture separates the web UI, agent workflow, and sandbox VM — designed as a starting point for teams that want to self-host their own Claude Code or Cursor Background Agent.

ai project

Claw Code: An Open-Source CLI Agent That Rewrites Claude Code in Rust

Claw Code is a from-scratch Rust rewrite of the Claude Code CLI, featuring 48K lines of code, 40 tools, and MIT licensing. Most remarkably, the entire project was built by multiple AI agents collaborating over just 5 days, surpassing 170K GitHub stars within a week of launch.

ai project

OpenHarness: A Fully Open-Source Agent Harness Framework

An open-source Agent Harness framework from HKUDS (HKU Data Science Lab) that implements tool calling, skill loading, memory, permissions, and multi-agent collaboration as complete infrastructure, supporting Anthropic / OpenAI / GitHub Copilot API formats.

ai project

OpenCode Full Analysis: An Open-Source Terminal Agent Supporting 75+ Model Providers

OpenCode is a free, open-source CLI agent written in Go with 95K+ GitHub stars. It supports 75+ model providers including local Ollama, allows authentication via Copilot/ChatGPT accounts, and lets you switch models mid-session without losing context.

ai project

2026 Q1 Open-Source LLM Landscape: From Frontier Models to On-Device, a Complete Survey

2026 Q1 saw a full-blown open-source model explosion: on the LLM front, GLM-5, Kimi K2.5, and Qwen3.5 caught up with closed-source models; Embedding and Reranker are dominated by Qwen3 and BGE; speech has Voxtral TTS and Whisper V3; image has FLUX.2; and video has Wan 2.2 rivaling Sora. This is the complete navigation map.

tech project

Codex CLI: A Complete Guide to OpenAI's Open-Source Terminal Coding Agent

Codex CLI is OpenAI's open-source terminal coding agent built in Rust. It supports MCP, subagents, image input, and code review. Paired with the codex-1 (o3-optimized) or GPT-5-Codex model, it can read, write, and execute code directly on your local machine.

tech project

Gemini CLI: A Complete Guide to Google's Open-Source Terminal AI Agent

Gemini CLI is Google's open-source terminal AI agent (Apache 2.0). ⚠️ Announced end-of-service on 2026/06/18 — official migration path is Antigravity CLI. Free accounts get 60 requests/minute and 1,000 requests/day; Skills, Hooks, and Subagents all carry over.

tech project

OpenCode: A Complete Guide to the Open-Source AI Terminal Coding Agent

OpenCode is an open-source AI coding agent built in Go (95K+ GitHub stars) with a built-in TUI, support for 75+ LLMs, LSP integration, Vim-style editing, and SQLite session management. Free, no subscription required — works with local or cloud models.

tech project

Pi Coding Agent: A Minimalist Open-Source Terminal Coding Harness

Pi is a minimalist coding agent built in TypeScript by Mario Zechner, featuring just 4 core tools (read, write, edit, bash) and a 300-word system prompt. It's extensible via Extensions, Skills, and Prompt Templates, runs on the Bun runtime, and ships with built-in Ollama support via `ollama launch pi`.

ai project

GLM-5: Zhipu AI's 744B Open-Source Model Trained Entirely on Huawei Chips

GLM-5 is a 744B MoE open-source model released by Zhipu AI (Z.ai) in February 2026, trained entirely on Huawei Ascend chips and released under the MIT license. It currently ranks as the top open-source model, surpassing Claude and GPT-5 on benchmarks like Humanity's Last Exam, while its API pricing is 1/5 to 1/8 of theirs.

ai project

Kimi: How Moonshot AI's Long-Context Model Challenges GPT and Claude

Kimi is a large language model from Chinese AI startup Moonshot AI, known for its ultra-long context window, open-source strategy, and highly competitive pricing. From 200K context in 2023 to K2.5 Agent Swarm in 2026, Kimi has become a force that the global AI market cannot ignore.