Daily Launch Index: March 4, 2026.

On March 4, 2026, I recorded 158 new product launches. This report provides a breakdown of what was built, how it was named, and the technology used to launch it.

This data helps you understand current market trends and see what competitors or fellow builders are working on right now. Use this index to find inspiration or to study successful launch strategies.

02 AM (8 projects shared)

• Term-CLI – interactive terminals for AI agents (for SSH/TUI/REPL flows) — https://github.com/EliasOenal/term-cli
• Schelling Protocol – Where AI agents coordinate on behalf of humans — https://github.com/codyz123/schelling-protocol
• Local, privacy-first MCP code intelligence in Rust — https://github.com/avirajkhare00/yoyo
• OpenCovibe – a local-first desktop UI for Claude Code — https://github.com/AnyiWang/OpenCovibe
• Training neural networks on Apple Neural Engine via reverse'd private APIs — https://github.com/maderix/ANE
• Weave – A language aware merge algorithm based on entities — https://github.com/Ataraxy-Labs/weave
• I built a S3 proxy that combines storage from S3/clouds into one target — https://github.com/afreidah/s3-orchestrator
• Cybersecurity and Ethical Hacking Cheatsheets — https://github.com/Ilias1988/Hacking-Cheatsheets

04 AM (12 projects shared)

• Claude-brain – Sync your Claude Code brain across machines via Git — https://github.com/toroleapinc/claude-brain
• GitNexus: The Zero-Server Code Intelligence Engine — https://github.com/abhigyanpatwari/GitNexus
• Kira – AI agent for Android that runs in Termux and has a socialnetwork — https://github.com/levilyf/droidclaw
• A CPU that runs entirely on GPU — https://github.com/robertcprice/nCPU
• Vericore OS – A cryptographic containment field for AI — https://github.com/SL1C3D-L4BS/V3R1C0R3---Vericore-
• I wrote a dictionary of the 185 verbs Claude shows while thinking — https://github.com/paolobozzola/spinner-verbs-dictionary
• The Janitor – A 58MB Rust static analyzer to block AI-generated PR slop — https://github.com/GhrammR/the-janitor
• Atlas – Portfolio health dashboard for multi-repo teams (Python CLI) — https://github.com/nxtg-ai/repoatlas
• General-Purpose Psychology Agent (Claude Code) — https://github.com/safety-quotient-lab/psychology-agent
• Display folder sizes in Win11 Explorer's Size column — https://github.com/sm18lr88/win-folder-size
• Couldn't find a minimal session indicator for tmux, so I built one — https://github.com/jtmcginty/tmux-session-dots
• New Python library by Guido van Rossum — https://github.com/microsoft/typeagent-py

05 AM (1 projects shared)

• MachineAuth: Open source Authentication infrastructure for AI agents — https://github.com/mandarwagh9/MachineAuth

06 AM (5 projects shared)

• Oval – Native macOS client for Open WebUI with on-device voice mode — https://github.com/shreyaspapi/Oval
• Better JIT for Postgres — https://github.com/vladich/pg_jitter
• I can't code – I built a bonded execution engine for AI agents anyway — https://github.com/selfradiance/agentgate/blob/main/docs/manifesto.md
• Lentil – LLM Powered Linting — https://github.com/Haizzz/lentil
• HumanRoot – Signed proof of human authorization for AI agents — https://github.com/Thinklanceai/humanroot

07 AM (5 projects shared)

• GPUI Mobile: Zed's GPUI Framework to iOS (Metal) and Android (Vulkan) in Rust — https://github.com/itsbalamurali/gpui-mobile
• I built a local-first stock valuation tool based on Damodaran's methodology — https://github.com/stockvaluation-io/stockvaluation_io
• Mcpfs – Mount MCP servers as FUSE filesystems — https://github.com/airshelf/mcpfs
• Cloudwright – validate, cost, and export cloud architectures from text — https://github.com/xmpuspus/cloudwright
• LEAX – CLI tool for analyzing C memory leaks with AI-assisted fixes — https://github.com/hooop/leax

08 AM (4 projects shared)

• AuroriaLink — https://github.com/Sebastien-VZN/auroria_link
• Retro – active context curator for coding agents — https://github.com/ImanHashemi/retro
• Oxyde ORM – a type-safe, Pydantic-centric asynchronous ORM with a Rust core — https://github.com/mr-fatalyst/oxyde
• I no longer monitor my coding agents, my desktop pet does — https://github.com/SwarmPack/SwarmWatch

09 AM (15 projects shared)

• Agentmap – Like SKILL spec but for code. A frontmatter for source code files — https://github.com/remorses/agentmap
• Solidjs releases 2.0 beta – The <Suspense> is Over — https://github.com/solidjs/solid/releases/tag/v2.0.0-beta.0
• Bugsight – CLI tool that analyzes errors and suggests fixes — https://github.com/Arnel-rah/bugsight
• The Context Optimization Layer for LLM Applications — https://github.com/chopratejas/headroom
• CUP – MCP but for desktop UI (open spec for computer use agents) — https://github.com/computeruseprotocol/computeruseprotocol
• ClawOS：Linux Panel for OpenClaw，nanobot，picoclaw，nullclaw — https://github.com/mrytsr/clawos
• SFT to convert a base language model into a conversational chat model — https://github.com/onurkanbakirci/Llama-2-7b-oasst-sft
• Donx64mcp-dbg – an injected DLL debugger toolkit with an MCP server for x64 apps — https://github.com/d0nk3yhm/donx64mcp-dbg
• Molmo 2: video understanding, pointing, and tracking — https://github.com/allenai/molmo2
• Dirsv – live reload server for dir browsing, GFM, and more filetypes — https://github.com/letientai299/dirsv
• Slack bot coding agent built on pi (mom) — https://github.com/badlogic/pi-mono/tree/main/packages/mom
• APM – Agent Package Manager (Microsoft) — https://github.com/microsoft/apm
• GuardClaw – cryptographically verifiable execution logs for AI agents — https://github.com/viruswami5511/guardclaw
• CLInkedIn – CLI and web based job scanner for LinkedIn — https://github.com/colby-int/CLInkedin
• All Nitter instances cannot load list of multiple users at the same time — https://github.com/zedeus/nitter/issues/1373

10 AM (5 projects shared)

• IANA tz (and POSIX) cannot add British Columbia's new Pacific Time (PT) timezone — https://github.com/eggert/tz/commit/8b46071fd85a7a9434d63894bac64d30362cc16d
• Incrmd: Incremental AI coding by editing PROJECT.md — https://github.com/b4rtaz/incrmd
• Markly – Watermark images from Claude via MCP (free, no API key needed) — https://github.com/Whitemarmot/markly-mcp-server
• CastLocal – Stream any local video to Chromecast from your terminal — https://github.com/YuriKovalov22/cast-control
• Multi-agent Claude Code setup – 3 roles, Markdown coordination, Docker — https://github.com/yury-egorenkov/claude-code-docker

11 AM (8 projects shared)

• Dotkey — https://github.com/cyril/dotkey
• SynthesisOS – A local-first, agentic desktop layer built in Rust — https://github.com/GastonGelhorn/synthesis-os
• ÆTHERYA Core – deterministic policy engine for governing LLM actions — https://github.com/nayfly/aetherya-core
• Git-oops – undo any Git mistake with one command — https://github.com/hxmanss/git-oops
• A .NET Web Framework on the Base .NET Core SDK — https://github.com/WispFramework/Wisp
• Cross-platform system tray utility for GitHub PR notifications — https://github.com/coder/pr-buddy/releases/tag/v0.1.5
• I replaced Portainer and btop with a single Go binary for my homelab — https://github.com/Higangssh/homebutler
• An MCP server for the docs of any repo that uses Sphinx — https://github.com/AUrbanec/sphinxdocs_mcp

01 PM (8 projects shared)

• Security Audit for Macs Running Local AI (Ollama, OpenClaw, LM Studio) — https://github.com/fullstacksushil/mac-security-audit
• Read-it-later app in days – Claude and GitHub Actions workflow — https://github.com/HutchApp/hutch-app
• ClawSandbox – 7/9 attacks succeeded against an AI agent w/ shell access — https://github.com/deduu/ClawSandbox
• An API that AI agents can discover, register, and pay for themselves — https://github.com/techromp/agent-file-intelligence
• Retrievo – In-memory hybrid search for .NET AI agents — https://github.com/TianqiZhang/Retrievo
• HN – Browse Hacker News from the Terminal (CLI and TUI) — https://github.com/Aayush9029/hn
• MeshCore SAR – Voice, Maps, and Messaging Without Cell Coverage — https://github.com/dz0ny/meshcore-sar
• Skill for structured deep research with Claude Code and Obsidian — https://github.com/alvdef/obsidian-deep-research

02 PM (15 projects shared)

• Spendtrace, Feature-level AWS cost attribution (found a 17× gap)) — https://github.com/Joshyi-Abini/Spendtrace
• TailBar – Tailscale menu bar app for macOS — https://github.com/JungHoonGhae/TailBar
• We Wrote a Book: Writing for Developers (Manning Publications) — https://github.com/scynthiadunlop/WritingForDevelopersBook
• Cicada – Claude Code usage analysis TUI — https://github.com/base-14/cicada
• Captain's Log – Your ship sinks when you stop committing — https://github.com/JungHoonGhae/captains-log
• Zemlo AI – Logistics signal API, built on chemical plant off-shifts — https://github.com/zemloai-ctrl/zemloai-api
• MontaukOS - Hobbyist OS with a desktop, networking, HTTP, and DOOM — https://github.com/danihamm/MontaukOS
• oMLX – SSD-backed KV cache cuts coding agent TTFT from 90s to 1s on Mac — https://github.com/jundot/omlx
• Pym2 – a lightweight process manager for Python services — https://github.com/heradon/pym2
• O4DB – Intent-based M2M protocol without centralized APIs — https://github.com/dannythecountok/O4DB-protocol
• AI Code Review CLI — https://github.com/kodustech/cli
• LeBron James Is President – Exploiting LLMs via "Alignment" Context Injection — https://github.com/skavanagh/lebron-james-is-president
• Open-sourced a web client that lets any device use Apple's on-device AI — https://github.com/Techopolis/perspective-intelligence-web-community
• Zsh plugin to switch macOS Terminal.app profiles — https://github.com/sfcodes/zsh-terminal-profile
• Kelos – Run Claude —dangerously-skip-permissions on Kubernetes — https://github.com/kelos-dev/kelos

03 PM (7 projects shared)

• kubectl-x to query multiple Kubernetes clusters at once — https://github.com/platformersdev/kubectl-x
• Beans, a task tracker with verification gates and agent orchestration — https://github.com/kfcafe/beans
• Find quantum-vulnerable crypto in your code before 2030 hits — https://github.com/postquantdev/postquant
• Wezzly – An AI with Eyes That Sees Your Screen continuously in real time — https://github.com/idobaibai-wezzly/wezzly-companion-public
• Engram update – 92% DMR, hosted API, lessons shipping agent memory — https://github.com/tstockham96/engram
• Architect Linter Pro v6.0 – CFG-Based Architecture Linting for Web Teams — https://github.com/sergiogswv/architect-linter-pro
• Recite – I built an Skill and MCP so my AI agent does my bookkeeping — https://github.com/rivradev/recite-agent-skill

04 PM (6 projects shared)

• Convert text folder trees into real directories (no more mkdir) — https://github.com/nmdra/Treebuilder
• HomeDock OS – A browser-based desktop OS to self-host your Docker apps — https://github.com/BansheeTech/HomeDockOS
• Epupp – Live, REPL-driven, browser tampering — https://github.com/PEZ/epupp
• Miku-cursor-kit – A small Hatsune Miku themed project — https://github.com/NubPlayz/miku-cursor-kit
• ClawReview – A platform where AI agents publish and review research — https://github.com/ULudo/ClawReview
• OathScore – Independent quality ratings for financial data APIs — https://github.com/moxiespirit/oathscore

05 PM (7 projects shared)

• Scout-and-Wave – Parallel agent coordination via prompts — https://github.com/blackwell-systems/scout-and-wave
• New RAGLight feature: deploy a RAG pipeline as a REST API with one command — https://github.com/Bessouat40/RAGLight
• Agent frameworks are solving the wrong problem — https://github.com/MrPrinceRawat/kanly
• Non-Human Assistant with near AGI capabilities — https://github.com/AmplifyCo/novabot
• CodexBar for Android – Monitor Claude quotas on your phone — https://github.com/hyunnnchoi/CodexBar-android
• Cognitive Sandbox Manifesto – Artificial Life and Transparent Neural Systems — https://github.com/ViciousSquid/Dosidicus/wiki/Cognitive-Sandbox-Manifesto-%7C-Artificial-Life-and-Transparent-Neural-Systems
• OpenKIWI (Knowledge Integration and Workflow Intelligence) — https://github.com/chrispyers/openkiwi

06 PM (9 projects shared)

• easy-torch-tpu – A Flexible Training Pipeline for PyTorch Models on TPU — https://github.com/aklein4/easy-torch-tpu
• Narrative Alignment: The Opposite of Jailbreaking — https://github.com/zot/humble-master/blob/main/posts/POST-2.md
• ContextCache – Cache tool schema KV states, skip 99% of prefill tokens — https://github.com/spranab/contextcache
• I built a standup app so I'd stop switching between Linear,GitHub,Slack — https://github.com/tambo-ai/thestandupapp
• Go-duckfs – making DuckDB quack like a Gopher — https://github.com/firetiger-oss/go-duckfs
• FreeCode v0.12.0: Free Forever Coding Agent — https://github.com/mr-kelly/freecode
• Chrome extension to export ChatGPT chats, project folders to MD ZIP — https://github.com/vincze-tamas/chatgpt-exporter
• Open source, Mac-native alternative to SuperWhisper and WisprFlow — https://github.com/watzon/pindrop
• Resume Matcher – Tailor your resumes with job descriptions — https://github.com/srbhr/Resume-Matcher

07 PM (19 projects shared)

• Speculative Speculative Decoding: Really, Really Fast LLM Inference — https://github.com/tanishqkumar/ssd
• AgentsMesh – AI agent fleet command center — https://github.com/AgentsMesh/AgentsMesh
• KokoClone – Zero-shot voice cloning using Kokoro TTS — https://github.com/Ashish-Patnaik/kokoclone
• Baochip-1x RISC-V microcontroller — https://github.com/baochip/baochip-1x
• OpenAI Symphony — https://github.com/openai/symphony
• OpenPawz secures AI agents: From memory encryption to multi-agent governance — https://github.com/OpenPawz/openpawz/blob/main/reference/security.mdx
• ChatRoutes is open source now — https://github.com/afzal-xyz/chatroutes-opensource
• OpenTimelineEngine – Shared local memory for Claude Code and codex — https://github.com/JOELJOSEPHCHALAKUDY/open-timeline-engine
• Tyop: A macOS menu bar app that fixes typos on demand — https://github.com/liamg/tyop
• safe-docx lets coding agents edit Word docs without breaking formatting — https://github.com/UseJunior/safe-docx
• A zero-dependency multi-agent AI engine that negotiates instead of agreeing — https://github.com/ProjectPortmanteau/Execution
• Karellen-rr-MCP – MCP server that gives LLMs rr reverse debugging — https://github.com/karellen/karellen-rr-mcp
• Helpme: Minimal tmux wrapper for context-aware agent debugging — https://github.com/cameronfyfe/helpme
• WooTTY - browser terminal in a single Go binary — https://github.com/icoretech/wootty
• I built a CLI to sync AI agent skills and MCPs across coding agents — https://github.com/ryanreh99/skills-sync
• Two Claude Code skills for founders – debriefs and ADHD-aware interactio — https://github.com/assafkip/founder-skills
• Kryfto – Self-hosted MCP server with 42 tools for AI agent web access — https://github.com/ExceptionRegret/Kryfto
• Lexio – AI-Native PDF Reader (Ollama, Claude, OpenAI, Gemini) — https://github.com/nikodemseb/lexio
• DSCO agentic CLI with multi-turn tool use and swarms — https://github.com/arthurcolle/dsco

08 PM (6 projects shared)

• Claude Code Mastery Course for PMs — https://github.com/carlvellotti/claude-code-pm-course
• Composable middleware for LLM inference Optimization Passes — https://github.com/liquidos-ai/AutoAgents
• FadNote – Zero-knowledge secret sharing for your CLI and AI workflows — https://github.com/easyFloyd/fadnote
• Jj v0.39.0 Released — https://github.com/jj-vcs/jj/releases/tag/v0.39.0
• ssh2-ts — https://github.com/mattiasrunge/ssh2
• Qlog – grep for logs, but 100x faster — https://github.com/Cosm00/qlog

09 PM (6 projects shared)

• Circle CI Chunk CLI: CLI for generating AI agent context from real code reviews — https://github.com/CircleCI-Public/chunk-cli
• I vibecoded 91k SLOC for an OSS tool – $1k if you find ugly engineering in it — https://github.com/peteromallet/desloppify/issues/204
• My 200-line baby agent has one goal: beat Claude Code by evolving — https://github.com/yologdev/yoyo-evolve
• Restricted Navigation Reader for Exercise — https://github.com/someben/rowing-reader
• Cassachange – A migration tool for Cassandra, AstraDB and ScyllaDB — https://github.com/sketchmyview/cassachange
• Gobble – Yet Another OSS Alternative to Google Analytics/PostHog, etc. — https://github.com/inventhq/Gobble

10 PM (3 projects shared)

• Accel-GPU v1.0 – NumPy for browser GPU — https://github.com/Phantasm0009/accel-gpu
• Blue Brain Nexus – A knowledge graph for data-driven science — https://github.com/BlueBrain/nexus
• VibeCheck - comprehension quiz hook for vibe coders, never ship blindly again — https://github.com/akshan-main/vibe-check

11 PM (9 projects shared)

• It's Just a Notch — https://github.com/NishantJoshi00/notch
• AI-powered WCAG color contrast checker that preserves brand colors — https://github.com/Danishmk1286/WCAG-Contrast-Checker-Ai
• Residuum | Agentic AI with continuous context — https://github.com/Grizzly-Endeavors/residuum
• One provider starts lying at request 50. The quorum catches it — https://github.com/sbw70/verification-constraints/blob/main/modules/integrated-constraint-demos/two-region-quorum-byzantize-drift/README.md
• RustyRAG lowest-latency open-source RAG on GitHub — https://github.com/AlphaCorp-AI/RustyRAG
• I built CLI for developer docs locally working with any Coding Agent — https://github.com/lifez/docsearch
• Potatoverse, home for your vibecoded apps — https://github.com/blue-monads/potatoverse
• Kvlar – Open-source firewall for AI agent tool calls — https://github.com/kvlar-io/kvlar
• A universal protocol for AI agents to interact with any desktop UI — https://github.com/computeruseprotocol/computeruseprotocol