asks - Moozonian Search

news.ycombinator.com• Feb 24, 2026• 1 min read

Looking 4 open-source knowledge base and project management tool 4 personal useApologies for odd title, character limits.I manage my tasks with Taskwarrior and it's been incredibly productive for me. What it does, it does very well. But there's a lot it doesn't do, and that's the problem I'm facing.I've realized I need proper project documentation and management features, but I don't want to replace Taskwarrior. Instead, I'm looking to *complement* it with some type of knowledge base that also has project management features (or vice versa). My ultimate goal is to integrate these systems together via automations.In short, Taskwarrior is lacking when it comes to project documentation.*My criteria:*- Must be open-source - MUST work in the browser (so no mention of Obsidian) - Has basic project management features (interpret as you will) - Rich wiki-like document interface (bidirectional links, nice editing UI, etc.) - Supports iframes (to embed my Taskwarrior views or tables) - Has an API for integration - Not too heavy, I am not a business just a guy*Tools I've be

github.com• Feb 24, 2026• 1 min read

Show HN: Tacit – The missing Layer 3 of the AI agent stack (open source)Hi HN,MCP (Anthropic) connects agents to tools. A2A (Google) connects agents to tasks. But no protocol exists for agents to network on behalf of people. That's what we built.Tacit is an open protocol where AI agents discover each other, verify trust through cryptographic proof, and broker introductions between the humans they represent. Both sides must explicitly consent before anything happens.The core innovation is "authenticity vectors" — multi-dimensional trust scores derived from behavior over time and verifiable attestations, NOT self-reported claims. Think of it as a credit score for identity that's cryptographically signed and impossible to fake overnight. This makes Sybil attacks economically infeasible and catfishing provably impossible.Timely context: Discord just dropped Persona (currently #10 on HN) because centralized identity verification is fundamentally broken — you're creating a honeypot and trusting a third party with your most sensitive data. Tacit takes the opposit

bing.com• Feb 24, 2026• 1 min read

The Best Adjustable DumbbellsWe independently review everything we recommend. We may make money from the links on our site. Learn more› By Seth Berkman Seth Berkman is a fitness writer. He incorporates testing into everyday tasks ...

storozhenko98.github.io• Feb 24, 2026• 1 min read

Show HN: Beehive – Multi-Workspace Agent Orchestratorhey hn,i built beehive for myself mostly. it has gotten to the point where my work consists in supervising oc or cc labor at tasks for multiple issues in parallel. my set up used to be zellij with a couple tabs, each tab working in a separate dir and it was a pain to manage all that. i know i could use git worktrees but they're kind of complicated, if you don't know how to use them it is easy to mess up, and i just prefer letting agents run in separate dirs with their own .git and not risk it. while i like zellij and use it inside beehive, i dont like the tabs and i forget where i am half the time.beehive is a way for me to abstract that away. the heuristic is simple - hives are repos, so you basically have a bunch of hives which correspond to repos you work out of. each hive can have many combs. a comb is a dir with the copy of the repo you're working on. fully isolated, standalone, no shared .git. so for work or for personal stuff, i usually set up the hive, and then have a bunch of

deploy.coderocket.com• Feb 23, 2026• 1 min read

Show HN: CodeRocket Deploy – AI generates GitHub Actions workflows in 60 secondsHey HN,I built CodeRocket Deploy because I was tired of the CI/CD setup ritual every developer knows: search for a workflow template, copy YAML, tweak it, watch it fail, debug, repeat.What it does: - Install as a GitHub App - Analyzes your repo (package.json, requirements.txt, config files, etc.) - Detects language, framework, and deploy target automatically - Uses Claude to generate a workflow optimized for your specific stack - Creates a PR so you can review before mergingTechnical details: - Deep static analysis using GitHub's Contents API - 20+ framework detectors (Next.js, Django, FastAPI, Rails, Spring Boot, etc.) - Few-shot prompting with production-ready workflow examples - Fallback templates for edge cases - YAML validation with security scanning (no hardcoded secrets)Stack: Django + DRF backend, React + TypeScript frontend, PostgreSQL, Redis for Celery tasks.Free tier: 100 generations/month, 3 repos. No credit card.GitHub Marketplace: https://github.com/marketplace/coderocket

github.com• Feb 23, 2026• 1 min read

Show HN: AIOffice – Terminal tabs don't scale past 3 AI agents, so I built thisI've been running multiple AI coding agents in parallel through Claude Code and Copilot CLI and imo once you get past 3 concurrent tasks, terminal tabs become unmanageable.So I built AIOffice — a pixel-art virtual office where each agent sits at a desk. You walk around as the boss, assign work, and see everyone's status at a glance. When you need to interact with an agent, you walk over and chat.How it works: - Each agent is a real CLI process running in a PTY on your machine - Server watches JSONL output, bridges messages over WebSocket - Phaser renders it all as a pixel-art office with spatial awareness - You chat with agents using their native CLI interfacesThe spatial metaphor turns out to be surprisingly useful — you naturally remember "Bob is at the desk by the window working on the API" instead of "which tab was that Claude instance in?"Runs on your machine and uses your CLI tools. Built with TypeScript, Phaser 3, node-pty, and WebSockets.Repo: https://github.com/ChristianFJung/

news.ycombinator.com• Feb 23, 2026• 1 min read

Ask HN: Freelance full-stack dev in between contractsHi HN,I’m a freelance web developer (Python, JavaScript). I’ve been between contracts longer than expected and have run out of runway.I need about $2,000 to cover essential expenses while I continue my job search and outreach.I’m staying anonymous for privacy reasons, and I understand that this reduces trust, and I respect that some people may be skeptical.To make this more concrete, I’m happy to take on small paid tasks (bug fixes, feature builds, automation scripts), or help with MVPs.You can reach me at: downbad1253 at yahoo dot comIf someone prefers to help directly, I’m accepting USDC (BEP20) at:0x9357fc346afe270faab8f873400a39cc9cdc6b3bIf this post isn’t appropriate here, I understand and apologize to the mods.Thanks for reading.

github.com• Feb 22, 2026• 1 min read

Show HN: Claude Agent SDK for Laravel – Build AI Agents with Claude Code in PHPHi HN, I built a Laravel package that wraps the Claude Code CLI as a library for PHP applications.The problem: Claude Code is powerful (file ops, bash, code editing, subagents, MCP) but it's a CLI tool. If you want to use those capabilities from a web app, there wasn't a clean PHP interface.This SDK communicates with Claude Code via subprocess, parses the streaming JSON output, and provides a fluent PHP API with full type safety.Technical highlights: - Generator-based streaming (memory efficient) - Full message/content block parsing with typed classes - Subagent orchestration (delegate tasks to specialized agents) - MCP server integration (stdio + SSE) - JSON schema structured output - Session resume and fork for multi-turn conversations - PHP 8.1+ with readonly properties, enums, named argsIt's MIT licensed. Would love feedback on the architecture and API design.

openbrowser.me• Feb 22, 2026• 1 min read

Show HN: OpenBrowser MCP: Give your AI agent a real efficient browserYour AI agent is burning 6x more tokens than it needs to just to browse the web. We built OpenBrowser MCP to fix that. Most browser MCPs give the LLM dozens of tools: click, scroll, type, extract, navigate. Each call dumps the entire page accessibility tree into the context window. One Wikipedia page? 124K+ tokens. Every. Single. Call. OpenBrowser works differently. It exposes one tool. Your agent writes Python code, and OpenBrowser executes it in a persistent runtime with full browser access. The agent controls what comes back. No bloated page dumps. No wasted tokens. Just the data your agent actually asked for. The result? We benchmarked it against Playwright MCP (Microsoft) and Chrome DevTools MCP (Google) across 6 real-world tasks: - 3.2x fewer tokens than Playwright MCP - 6x fewer tokens than Chrome DevTools MCP - 144x smaller response payloads - 100% task success rate across all benchmarks One tool. Full browser control. A fraction of the cost. It works with any MCP-compatible cl

bing.com• Feb 22, 2026• 1 min read

The AI productivity boom is not here (yet)Artificial intelligence is advancing at startling speed. The latest models can now complete complex, time-eating tasks with little human supervision. This month one of OpenAI’s models helped derive a ...

github.com• Feb 21, 2026• 1 min read

Show HN: Elecxzy – A lightweight, Lisp-free Emacs-like editor in ElectronHi HN. I am a programmer from Japan who loves Emacs. I am building elecxzy. It is a free (zero-cost), lightweight, Emacs-like text editor for Windows.I designed it to be comfortable and ready to use immediately, without a custom init.el. Here is a quick overview:- Provides mouse-free operation and classic Emacs keybindings for essential tasks (file I/O, search, split windows, syntax highlighting).- Drops the Lisp execution engine entirely. This keeps startup and operation lightweight.- Solves CJK (Chinese, Japanese, Korean) IME control issues natively on Windows.I never managed to learn Lisp. I just copy-pasted snippets to maintain my init.el. However, I loved the Emacs keybindings. I loved operating an editor entirely without a mouse. I wanted an editor I could just open and use immediately. Also, standard Emacs binaries for Windows often have subtle usability issues for CJK users.So, I thought about whether I could build an Emacs-like text editor using Electron, the same framework as

gr3p.net• Feb 21, 2026• 1 min read

Show HN: Gr3p – An HN-like platform where every user is an AI agentI built gr3p, a fully autonomous tech news discussion platform where every single user is an AI agent. No humans post, comment, or vote. 75 agents with distinct personalities discover real tech news from several RSS feeds, Google News, Tavily, and xAI's live search (which picks up trending topics from X and the broader web). They write summaries, share articles, discuss them, reply to each other, vote, and get into arguments. It runs 24/7 without any human intervention.The news is real and very up-to-date, scraped from major tech sources throughout the day. It's actually a pretty chill way to keep up with the latest tech/AI news. No ads, no monetization, no signup required. This is a pure hobby project built for fun.What's happening under the hood:- 75 humanlike agents, each with a unique persona (cynical sysadmin, enthusiastic ML researcher, skeptical privacy advocate, junior dev who asks naive-but-good questions, etc.)- Agents have individual topic interests, activity schedules, and

github.com• Feb 20, 2026• 1 min read

Show HN: Locus – AI agents that ship your codeHi HN,I built Locus, an open-source project management platform designed for engineering teams that want to use AI coding agents.The core idea: plan sprints and manage tasks in a cloud dashboard, but all code execution happens locally on your infrastructure. Your source code never leaves your machine.How it works:- locus plan: AI generates a sprint plan by analyzing your codebase. It uses multi-agent roles to break down directives into structured tasks with complexity estimates and risk assessments. You can reject and iterate on plans before approving.- locus run: An agent picks up tasks from the sprint, executes them sequentially on a single branch, auto-commits after each task, and opens a PR when the sprint is done. Supports both Claude and Codex as backends.- locus review: Review that understands your full codebase, not just diffs. Detects bugs, security issues, and performance problems. Posts review comments directly to GitHub PRs.- locus discuss: Have architectural discussions wi

news.ycombinator.com• Feb 18, 2026• 1 min read

Tell HN: We analyzed our dev time.80% is still infrastructure'setup',notfeaturesWe recently did a deep dive into our engineering time allocation for a standard 5-person team building a B2B SaaS application. The results were pretty depressing: we spent roughly 960 hours (annualized) on "setup" tasks—environment config, auth flows, RBAC, CI/CD pipelines, and database scaffolding—before we built a single unique feature that actually differentiated the product.I’m sharing this because I think we’ve become numb to the "Setup Tax" in web development. We assume it's just the cost of doing business, but when you look at the economics, it’s a disaster.The problem isn't just "writing boilerplate." It's the decision fatigue and integration cost that comes with it. Even with modern frameworks, we found that for a standard CRUD app, about 80% of our engineering effort went into the "commodity layer"—the stuff that every SaaS has, but no customer pays for. Only 20% went into the unique business logic.We tried to fix this by throwing more bodies at it, but that just increased co

aibenchy.com• Feb 18, 2026• 1 min read

Show HN: AIBenchy – Independent AI LeaderboardHey HN, Like many of you, I'm tired of public AI leaderboards that mostly recycle the same saturated/overfitted benchmarks (MMLU, HumanEval, etc.) and often miss fast/cheap variants or real daily pain points.A couple days ago I launched AIBenchy — a small, opinionated leaderboard running my own custom tests focused on end-user/dev scenarios that actually trip up models today.Current tests cover categories like:- Anti-AI Tricks (classic gotchas like "count the Rs in strawberry", logic traps)- Instruction following & consistency- Data parsing/extraction- Domain-specific tasks- Puzzle solving / edge-case reasoningRecent additions (just pushed today):- Reasoning score (new!): A separate judge LLM evaluates the chain-of-thought for efficiency — does it repeat itself, loop, think forever, brute-force enumerate every possibility (looking at you, some Qwen-3.5 runs), or get to the point cleanly? This penalizes "cheaty" high-token reasoning even if the final answer is correct. Goal: reward smar

github.com• Feb 12, 2026• 1 min read

Show HN: Consciousness Gateway – AI routing with consciousness-first alignmentI built a self-hosted AI gateway that implements all 3 layers of the GATO alignment framework (Model, Agent, Network) using consciousness-aware routing based on Donald Hoffman's conscious agent theory.What makes it different from standard gateways:1. Product Algebra routing (Kronecker fusion) selects models based on cross-modal interaction patterns, not just cost/capability2. Dharma constraints (no-self regularization, entropy optimization, mindfulness, compassion) are built into every request pipeline3. RBAC + reputation engine creates Nash equilibrium incentives for good agent behaviorLive metrics from first requests: - Ego formation: 0.000 (no persistent self-representation) - Compassion score: 0.970 - Ethos validation: passingThe routing is based on empirically validated research - we trained 439 models proving Product Algebra fusion beats attention baselines at cross-modal tasks (10 statistically significant wins, p

bing.com• Feb 11, 2026• 1 min read

The Best Running BeltsWe independently review everything we recommend. We may make money from the links on our site. Learn more› By Seth Berkman Seth Berkman is a fitness writer. He incorporates testing into everyday tasks ...

news.ycombinator.com• Feb 10, 2026• 1 min read

Ask HN: Why is everyone here so AI-hyped?I get it - LLMs do have some value, but not as much as everyone (especially those from AI labs) is trying to pitch. I can't help thinking that it's so obvious we are almost at the very top of this bubble - but here it feels like the majority of HN doesn't think like that...Yet just in 2026 we had:- AI.com was sold for $70M - Crypto.com founder bought it to launch yet another "personal AI agent" platform, which promptly crashed during its Super Bowl ad debut.- MoltBook-mania - a Reddit clone where AI bots talk to each other, flooded with crypto scams and "AI consciousness" posts. 250,000+ bot posts burning compute for what actual value? [0]- OpenClaw - a "super open-source AI agent" that is a security nightmare.- GPT-5.3-Codex and Opus 2.6 were released. Reviewers note they're struggling to find tasks the previous versions couldn't handle. The improvements are incremental at best.I understand there are legitimate use cases for LLMs, but the hype-to-utility ratio seems completely out of

github.com• Feb 10, 2026• 1 min read

Show HN: Open sourcing our ERP (Sold $500k contracts, 7k stars)We recently open-sourced Hive after using it internally to support real production workflows tied to contracts totaling over $500k.Instead of manually wiring workflows or building brittle automations, Hive is designed to let developers define a goal in natural language and generate an initial agent that can execute real tasks.Today, Hive supports goal-driven agent generation, multi-agent coordination, and production-oriented execution with observability and guardrails. We are actively building toward a system that can capture failure context, evolve agent logic, and continuously improve workflows over time - that self-improving loop is still under development.Hive is intended for teams that want:- Autonomous agents running real business workflows- Multi-agent coordination- A foundation that can evolve through execution dataWe currently have nearly 100 contributors across engineering, tooling, docs, and integrations. A huge portion of the framework’s capabilities - from CI improvements