Tools & Apps
AI tools, developer utilities, and productivity apps. Discover the best tools to accelerate your workflow and build smarter products.
Open-Generative-AI turns GitHub into a studio
I break down Open-Generative-AI and give you a copy-ready template for self-hosting an AI image and video studio.
Why benchmark scores don’t predict your bill
I break down why Qwen 3.8-Max and Claude Opus 5 show benchmark scores can hide the real cost of time.
MCP Servers for Developers: 8 workflow gains in 2026
StackGen says MCP servers connect AI agents to live infra, cutting context switching, speeding incident response, and reducing ticket-driven work.
Doubao turns a game prompt into a mini arcade
I break down a one-hour Doubao build and give you a copy-ready prompt flow for turning rough ideas into a playable mini arcade.
Coding Plan turns Alibaba Cloud into IDE billing
Alibaba Cloud's Coding Plan is a fixed-fee coding subscription with model access, tool support, and strict usage boundaries.
Baidu Wenxin turns search into a free agent
Baidu Wenxin’s free agent stack shows how search-engine habits map cleanly onto task execution.
OpenCode now supports DeepSeek, GLM, Qwen, GPT
OpenCode now makes it easy to switch between DeepSeek V4 Flash, GLM-5.2, Qwen3.8 Max, and GPT 5.6 Luna.
DeepSeek in Codex Will Cut AI Coding Costs Hard
DeepSeek’s Codex integration will push AI coding costs down and make agentic development cheaper.
Token vs. word: why Chinese tokenization still matters
A practical guide to why Chinese text can split poorly into tokens and how newer models reduce that gap.
OpenAI API Pricing Hits $0.05 to $180/M Tokens
BenchLM’s August 2026 tracker shows OpenAI API pricing from $0.05 to $180 per million tokens, plus cache, batch, and long-context meters.
Usage limits belong in ChatGPT Enterprise and Edu controls
ChatGPT Enterprise and Edu should treat usage limits and overages as a core admin control, not an afterthought.
Prepare for Gemini 3.5 Pro on launch day
A practical setup guide for testing Gemini 3.5 Pro when it becomes available.
Kitesurf turns Workers into an agent browser
Cloudflare’s Kitesurf shows how Workers, Wasm, and agents can replace heavy browser automation with an agent-first browser.
CUDA warps turn GPU threads into one machine
A practical breakdown of GPU SMs, warps, memory tiers, and divergence, plus a copy-ready CUDA mental model you can use.
Harness turns agent coding into a steadier loop
I break down Anthropic’s Harness post into a copy-ready workflow for longer-running coding agents and better frontend output.
Source 2 swaps BSP for meshes and octrees
Source 2 replaces BSP brushes with meshes and octree partitioning, and I break down what that means for levels.
Golang basics for beginners in 2026
Set up Go, write your first program, and build a small module with tests.
Run Linux containers on WSL with wslc
Set up WSL 2.9.3+ and use wslc.exe to build, run, and inspect Linux containers on Windows.
Claim Alibaba Cloud Free Trial Credits on ECS
Set up an Alibaba Cloud ECS trial account, claim credits, and launch a small Linux server.
DeepSeek V4 Flash turns Agent work cheap
I broke down DeepSeek V4 Flash’s pricing, API fit, and Codex support into a copy-ready setup for agent workflows.
GPT-5.6 Sol cuts GPU costs 20%
GPT-5.6 Sol rewrote production GPU kernels with Codex, Triton, Gluon, and FpSan, cutting OpenAI inference costs 20%.
Astra Turns a Math Post Into a Model Launch
OpenAI buried Astra’s debut in a math post; I unpack the move and give you a copy-ready template for reading between the lines.
OpenAI’s API changelog adds spend caps, transcribe, and Fast mode
OpenAI’s API changelog adds Fast mode, hard spend limits, GPT Transcribe, and a Terraform provider for platform management.
Windsurf’s IntelliJ plugin is a shortcut, not a strategy
Windsurf’s IntelliJ plugin speeds coding, but it should be treated as a shortcut, not a strategy.
SWE-1.7 free preview lands in Devin Desktop
Devin Desktop adds SWE-1.7, SWE-1.7 Lightning, Claude, and GPT options, with a free SWE-1.7 preview through Aug. 8.
Vibe Island’s changelog shows the right product bets
Vibe Island is winning by fixing the boring, high-friction parts of agent workflows first.
OpenAI Newsroom turns announcements into a digest
I break down OpenAI’s newsroom page and turn it into a reusable announcement-digest template.
Trendshift monthly repos let you spot real momentum
Trendshift’s monthly view helps me pick repos with real momentum, then turn that signal into a watchlist and review template.
Rust vs Go in 2026: pick the right fit
I break down JetBrains’ Rust vs Go guide into a practical decision template you can copy for your next backend or systems project.
12 Cursor alternatives that cost less in 2026
I broke down 12 Cursor alternatives, what they’re good at, and the tradeoffs so you can pick one without overpaying.