KIOKU v0.7.0: completing multi-agent — Gemini and Codex CLI now get automatic session logging
Context I've been building KIOKU — a memory / second-brain OSS for Claude Code, Claude Desktop, and (since v0.6) Codex CLI / OpenCode / Gemini CLI. Th…
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I built my MVP with Claude Code. Now I need to deploy it. Here's what nobody tells you.
Disclosure up front: I'm a senior backend tech lead by trade and I run HostingGuru, one of the platforms mentioned at the end. I tried to make this us…
Building a Complete Developer Terminal Setup for Claude Code — Part 1: The Problem
Building a Complete Developer Terminal Setup for Claude Code — Part 1: The Problem By Avinash, GenAI Practice Lead ⚠️ Note: This setup is macOS-specif…
Claude Code Is Just a While Loop — I Intercepted the API to Prove It
You type one line into Claude Code and hit Enter. In the background, ~80 KB of JSON gets shipped to Anthropic. System prompts, tool definitions, your …
GStack: Turn Claude Code Into a Full Engineering Team
The first time you type /office-hours into Claude Code with GStack installed, something strange happens. The AI stops acting like a helpful coding ass…
How Rules and Skills Actually Work in Claude Code
If you have spent any time configuring an AI coding agent, you have probably figured out that rules and skills are different things. Rules are always …
Why all AI-coding plans are getting more expensive?
This weeks are giving the AI coding market a rare honest moment, showing that we are far away from AI-only coding. GitHub tightened Copilot’s individu…
Three things my Claude Code memory OSS was quietly getting wrong (KIOKU v0.4.0)
Context A few days ago I shipped v0.2 and v0.3 of KIOKU , adding PDF and URL ingestion to my Claude Code / Desktop memory system. The features were wo…
I Ditched iCloud Photo Sharing and Built My Own (with an AI partner)
iCloud shared albums take 26+ seconds to load on my 300 Mbps fiber connection. I timed it. Apple, a trillion-dollar company, built something that is e…
Getting Started with the ant CLI: Deploy Claude Agents
This article was originally published on avinashsangle.com . The ant CLI is Anthropic's official command-line client for the Claude API, and it's the …
I built a FRAME cartridge for Claude Design Day One
Anthropic launched Claude Design on Friday. By end of Saturday I had a working cartridge that wires it into a structured development workflow. Not bec…
Full-Proof: Distillery 0.4.0 and the Agent Memory Problem
Full-Proof: Distillery 0.4.0 and the Agent Memory Problem !!! note "Release summary" Distillery 0.4.0 shipped April 19, 2026. It's the release where t…
Skills as invocation contracts, not code: how I keep review authority over agent work
When a skill is code, you review code. When a skill is a markdown contract, you review the contract — and the implementation gets re-typed by an agent…
Five habits that separate the operator from the vibe-coder
Karpathy coined "vibe coding" in February 2025 for the mode where you accept agent output without reading it carefully. A year later he reframed his o…
Gate Zero: stop unfalsifiable prompts before they canonicalize as specs
A durable artifact is any rule file, CLAUDE.md entry, architecture doc, or checked-in spec that outlives the session that created it. The fastest way …
Your Claude Code rules are a liability you'll never audit
Any mature .claude/rules/ directory is full of instructions written for yesterday's model. Newer frontier models handle most of those defaults correct…
Claude Design and What It Reveals About How Anthropic Thinks (or Doesn't Think) About Developers
There's a belief baked into the dev community that Anthropic is "the AI company that actually cares about developers." And I say this with full respec…
Implementing Auto-Retry for Agent CLIs like Claude Code and Codex
Implementing Auto-Retry for Agent CLIs like Claude Code and Codex Auto-retry might seem like a simple switch, but in real-world engineering, it's anyt…
Why I built a lossless alternative to AI memory summarization
Why I built a lossless alternative to AI memory summarization Every AI memory tool I tried summarized my sessions before giving them back to me. I'd s…
CodeBurn and the Problem I Didn't Know I Had: Tokens Per Real Task
Back in 2005, when the internet café was packed on a Friday night, I had one very clear metric: minutes until the connection came back. Every minute w…
I built KIOKU — an OSS memory system for Claude Code
The Problem I use Claude Code every day. It's an incredible tool — but it has one major weakness. Every new session starts from zero. The project cont…
I Run 14 AI Agents 24/7 on a 16GB MacBook — Here's What Broke First
I Run 14 AI Agents 24/7 on a 16GB MacBook — Here's What Broke First A Hacker News thread on local LLM hardware crossed 400 comments last week, and the…
Why Your Multi-Agent Chain Fails at Agent 3 (And the One-Line Fix)
Build a multi-agent chain. Run it. Watch it work perfectly through agents 1 and 2. Watch it quietly start executing the wrong objective by agent 3. We…
Claude vs GPT-4o for Autonomous Agent Work: 30 Days of Real Data
Not a benchmark. Not a vibe check. Thirty days of running both models on the same autonomous agent workloads — content production, code generation, AP…
Adding Persistent Memory to Claude Code with claude-mem — Plus a DIY Lightweight Alternative
The Problem: Claude Code Forgets Everything Every time you start a new Claude Code session, the slate is wiped clean. Your coding style preferences, p…
Field Notes from a Solo Builder — Shipping the Beloved Claude Code Buddy Into the Wild - Part I
Last Thursday afternoon, I watched my community grieve. Anthropic had deprecated /buddy — that witty, opinionated code-reviewing personality inside Cl…
The 270-Second Rule: How Anthropic's Cache TTL Should Shape Your Multi-Agent Architecture
When you build a multi-agent orchestration loop, you'll eventually face a question nobody talks about: how fast should the orchestrator tick? We ran o…
How Tailscale Simplified Our Multi-Machine AI Agent Network
How Tailscale Simplified Our Multi-Machine AI Agent Network We run a multi-agent AI system called Pantheon — 5+ specialized Claude agents (god tier) e…
I Asked Claude to Audit My Dashboard. 13 of 14 Integrations Were Fake.
I had a dashboard with 14 marketing integrations. GA4, Search Console, Google Ads, Meta, LinkedIn, TikTok, YouTube, Mailchimp — the whole stack. Users…
I Built an AI Code Reviewer That Uses Any LLM to Review Claude Code Output — Zero Dependencies, 7 Commands, Infinite Engines
I Built an AI Code Reviewer That Uses Any LLM to Review Claude Code Output — Zero Dependencies, 7 Commands, Infinite Engines TL;DR: I built cc-review …