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Explore the latest tech news, AI trends, helpful education guides, free UI components, developer designs, and top GitHub repos all in one place.
latest blogs
Curated deep-dives, developer frameworks, and open-source tooling grouped by topical silo.
Anthropic API Version 2026-10-21: What Breaks and How to Migrate Safely
Anthropic's new API version 2026-10-21 and the new SDK majors (Python 2.0.0, TypeScript 1.0.0 and more) remove temperature, top_p and top_k, change how API keys are sent, and split MessageParam by role. What breaks, who is affected, and a step-by-step upgrade plan.
Mistral Large 4 Open Weights: 1T-Parameter Specs, Real Hardware Needs and the License Catch
Mistral Large 4 (Le Chonk) is a 1-trillion-parameter open-weight MoE with about 52B active parameters, a 1M context window and image input. Real download sizes (FP8 ~1.06 TB, Q4_K_M 635 GB, IQ2_XXS 298 GB), what hardware can run it, the Model-as-a-Service license condition, API pricing and benchmarks.
Claude Haiku 5.5 vs GPT-6.1 Sol: Why Haiku 5.5 Is 20x Cheaper for Coding Agents
Claude Haiku 5.5 costs $0.10 / $0.50 per million tokens; GPT-6.1 Sol costs $2 / $10. Where the 20x gap is real, where it shrinks to 4x, the tokenizer and long-prompt catches, worked cost examples for coding agents, and when Sol is still worth paying for.
Liquid AI LFM2.5-24B-A2B Local Setup: Run 24B MoE on 16GB & 24GB VRAM (Q4_K_M GGUF Guide)
How to run Liquid AI's LFM2.5-24B-A2B locally with llama.cpp: real GGUF file sizes (Q4_K_M is 14.5 GB), which quant fits 16 GB and 24 GB GPUs, KV cache math, copy-paste llama-server and Docker commands, CPU expert offload for 8–12 GB cards, and how to measure your own tokens per second.
github repos
Curated open-source runtimes, libraries, and agent frameworks with interactive architecture breakdowns.
Ponytail
A runtime constraints and prompt-engineering harness that prevents AI coding agents from writing bloated, over-engineered code by enforcing YAGNI, code reuse, and minimal viable implementations.
Impeccable
A dedicated frontend and UI design system harness for AI coding agents featuring 24 design commands, live headless browser iteration, and 61 deterministic UI quality detectors.
ECC (Everything Claude Code)
An enterprise agent-harness optimization system providing 68 specialized persona agents, 293 custom skills, 94 interactive commands, persistent memory, and automated security pipelines.
Effect
The definitive production-grade standard library for enterprise TypeScript. Provides typed errors, dependency injection, structured concurrency, fibers, distributed tracing, and runtime schema validation.
Caveman
A high-speed Go proxy and terminal preprocessor that aggressively strips conversational prose from AI coding agents while preserving 100% of code blocks, CLI commands, file paths, and exact stack traces.
Agent-Reach
Gives AI agents direct, zero-API-fee internet access across 13+ platforms—including X/Twitter, Reddit, YouTube, GitHub, Facebook, Instagram, Bilibili, XiaoHongShu, LinkedIn, and web pages with automated backend health checking and smart routing.
VoiceStudio
An open-source, local-first desktop app for voice cloning, voice design, video dubbing, dictation, transcription and audiobook creation, with a local API and MCP server so AI agents can use it too.
AI Job Search
A Claude Code framework that evaluates job postings against your profile, drafts a tailored LaTeX CV and cover letter, has a second agent review them, and prepares you for interviews, all from your own machine.
Claude Plugins Official
Anthropic's official, curated directory of Claude Code plugins: internal plugins built by Anthropic plus reviewed third-party plugins, installable straight from Claude Code's plugin system.
T3 Code
An open-source control surface for the coding agents already on your machine (Claude Code, Codex, Cursor, Grok Build, OpenCode, Antigravity and fx), with a desktop app, a web app and iOS and Android apps for remote access.
Claude-Mem
A persistent memory plugin for Claude Code and other coding agents: it records what the agent does, compresses it into summaries, and brings the relevant parts back into future sessions.
Lightpanda
A headless browser written from scratch in Zig for AI agents and automation. It is not a Chromium fork, speaks the Chrome DevTools Protocol for Puppeteer and Playwright, and includes an MCP server and a built-in agent mode.