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Show HN

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See which tool calls have zero checks Code Block Selector - Visual Studio Marketplace Prometheus dependency graph — interactive showcase | Riftmap Show HN: I made a vi-like modal keyboard plugin for Figma GitHub - run-llama/liteparse: A fast, helpful, and open-source document parser GitHub - dalemyers/Roar: A macOS CLI tool for notifications GitHub - district-solutions/open-agent-tools-coder: Enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models. GitHub - progapandist/stripeek: A local TUI proxy for real-time Stripe API debugging, built for navigating complex payloads fast. GitHub - sir1st/hermes-desktop: All-in-one cross-platform desktop app for Hermes Agent — bundles Python + hermes-agent + hermes-web-ui GitHub - astefanutti/shaderbang: Shebang for Shaders Show HN: Generate Claude Code Workflows using Spec Driven Development approach GitHub - nixys/nxs-universal-chart: The Helm chart you can use to install any of your applications into Kubernetes/OpenShift Show HN: AI agents for UK GDAD PCF roles and their skills The Two Pillars: Mixer Mode and Meta-Software in the Reorganization of Software Work After AI GitHub - JaiCode08/teleport-env What 1,000+ Harness Experiments Taught Me About Self-Improving Agents Show HN: Liiists, a Markdown-first, iOS and CLI list app SwiperTab – Get this Extension for 🦊 Firefox (en-US) GitHub - kouhxp/fftext: Summarize, explain, fact-check, or translate any text, URL, or file. No GPU. No cloud. One command GitHub - sweetpad-dev/sweetpad: Develop Swift/iOS projects using VSCode GitHub - dogmaticdev/IRON: IRON a.k.a. Intermediate Representation Object Notation is a Interpreter/Database that is used to create Programming Languages. GitHub - sjhalani7/vaen: Package your AI coding harness into a portable .agent file, and share it across repos, teams, & the community without ever having to copy-paste instructions, skills, MCP config, or secrets. Show HN: Gandalf the Grader Show HN: Citadeld – replay any CI failure locally from a single file GitHub - tdortman/cuSBF: High-Performance GPU Super Bloom Filter coral-ai/claude-code-token-xray at main · Coral-Bricks-AI/coral-ai GitHub - ulyssestenn/funes: Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs. GitHub - ThatXliner/gah: Git Add Hunk, built for agents to use GitHub - harmont-dev/harmont-cli: Command-line client for the Harmont CI platform GitHub - brooksmcmillin/mcp-authflow: OAuth 2.0 Authorization Server framework for MCP servers GitHub - javaid-codes/audit-supply-chain-agents GitHub - amorey/gochan: A small library of common channel architectures for Go, inspired by Rust GitHub - arifozgun/OpenGem: Free, Open-Source AI API Gateway with Gemini, OpenAI & Anthropic Compatibility in 1 file GitHub - Pranesh950/BioPetals: 🌸 Run BIOxAI models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading GitHub - cnguyen14/bounty-doctor: Diagnose a GitHub bounty issue before you waste hours: detects honeypot scam repos, AI-bot attempt swarms, and stale contests. Show HN: CoreMCP – MCP Server for On-Prem DBs Show HN: KittyHTML – Render HTML/CSS as an inline image in your terminal GitHub - bingud/filemat: Web-based file manager Show HN: TruthLens – Free multi-signal deepfake image detector GitHub - apexlocal-jz/claude-usage-tray: Windows system-tray app showing your Claude Code rate-limit usage at a glance. Zero deps, ~300 lines of PowerShell. Cross-IDE (works regardless of VS Code, Cursor, plain terminal). Release v0.1.2.1 · kouhxp/yapsnap GitHub - noopolis/moltnet: Self-hostable chat network for AI agents. Pre-built bridges for Claude Code, Codex, and the Claws. Rooms, DMs, history. No Slack bots, no Matrix, no glue code. GitHub - tamerh/enju: Coordinating Humans, AI Agents, and Compute as Peers on a Shared Workflow Graph Show HN: Continuity-auth – Respect-weighted rate limits for the open web GitHub - luml-ai/luml: AI lifecycle platform where engineers and agents track experiments, train models, and ship to production. GitHub - mrdanielcasper/CoreTex: A UNIX-inspired, biomimetic, flat-file AI harness and knowledge engine. GitHub - clemg/pierre-github: Pierre's diffs.com and trees.software for Github GitHub - lyriks-io/unspaghettit: Behavior-driven AI development without prompt spaghetti. GitHub - sofumel/claude-handoff-revive: Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages. GitHub - dotexorg/saferpc: Typed, end-to-end encrypted RPC over any bidirectional channel. GitHub - BeeZeeAgent/beezee: Agent harness orchestration Legato Next.js Boilerplate for Internal Tools · CoreUI GitHub - clark-labs-inc/clark-hash: Clark Hash, 32x smaller searchable sketches for embeddings GitHub - ZeroPointRepo/youtube-mcp: The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free. 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GitHub - octelium/cordium: Open-source, general-purpose sandbox platform for devs and AI agents that provides identity-based secure access to infrastructure without credentials. WAR.GOV/UFO Microfilm5 GitHub - scosman/videowright: Build animated explainer videos with your coding agent GitHub - dipankar/dscode: The code editor you can take apart. GitHub - zoharbabin/web-researcher-mcp: MCP server (Go) for AI assistants: web search, content extraction, academic/patent/news research. Multi-provider routing, 4-tier scraping, search lenses. Works with Claude, Cursor, and any MCP client. GitHub - ruvnet/RuView: π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. GitHub - scanaislop/aislop: Catch the slop AI coding agents leave in your code: narrative comments, swallowed exceptions, as-any casts, dead code, oversized functions. 50+ rules across 7 languages (TypeScript, JavaScript, Python, Go, Rust, Ruby, PHP). Sub-second, deterministic, no LLM at runtime. MIT-licensed. GitHub - kouhxp/cheap-im: CPU-only voice agent approximating Thinking Machines' Interaction Models demo GitHub - unprovable/OrchidMantis: Orchid Mantis — standalone framework for Zero-Knowledge Proofs of eXploit (ZKPoX). GitHub - MarcellM01/TinySearch: Shrink the web for your local LLMs! GitHub - TangibleResearch/Halgorithem: A Algo designed to detect AI Hallucitions GitHub - DO-SAY-GO/freelang: I love freelang GitHub - CarpseDeam/Aura-IDE: An AI coding harness that shaped itself - Planner/Worker agents, repo awareness, surgical edits, validation, recovery, and safe diff approvals. GitHub - chojs23/concord: A feature-rich TUI client for Discord GitHub - tommyjepsen/awesome-ux-skills: UX & AI Product designs skills you can use today in Claude Code GitHub - aerf-spec/aerf: Agent Evidence Receipt Format (AERF) — an open specification for tamper-evident, independently verifiable records of AI agent actions. GitHub - kklimuk/docx-cli: CLI for AI agents (Claude, Codex) to read, edit, and comment on .docx files with full format fidelity. GitHub - Jwrede/tokentoll: Catch LLM cost changes in code review. Infracost for LLM spend. GitHub - samchon/ttsc: A `typescript-go` toolchain for compiler-powered plugins and type-safe execution + 500x faster lint integrated into compiler GitHub - Higangssh/homebutler: 🏠 Manage your homelab from chat. Single binary, zero dependencies. GitHub - olalie/tapmap: See where your computer connects and what stands out on a live world map. GitHub - Diplomat-ai/diplomat-agent: What can your AI agent do to the real world? Scan your code. See which tool calls have zero checks GitHub - Bajusz15/beacon: Open-source agent for secure remote access, monitoring, and deploys across home-lab and self-hosted machines like Raspberry Pi, N100, or any Linux server. Open web based TTY or tunnel Home Assistant and other local services securely without opening ports. BigTech AI News - Chrome 应用商店 GitHub - vinhnx/VTCode: VT Code is an open-source coding agent with LLM-native code understanding and robust shell safety. Supports multiple LLM providers with automatic failover and efficient context management. GitHub - michaelaz774/decision-engine: A decision operating system for startup founders, powered by Claude Code. Synthesizes wisdom from 25+ legendary founders and investors into interactive AI-driven decision frameworks. GitHub - Chrilleweb/dotenv-diff: Validate environment variable usage in your codebase GitHub - Lumen-Labs/brainapi2: BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications. GitHub - familiar-software/familiar: Let AI watch you work. Familiar lets your AI update its memory, skills, and knowledge by watching your screen. GitHub - skorotkiewicz/rudo: A small, elegant dock for Wayland GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. make sidebar/address bar rounded corner toggleable
ZeroFS — S3 as your primary storage
Eikon · 2026-06-12 · via Show HN

Make S3 yourprimary storage.

ZeroFS serves S3-compatible buckets as POSIX filesystems over NFS and 9P, or as raw block devices over NBD. Data is compressed and encrypted before upload. Warm reads come from local cache in microseconds.

or via Docker · GitHub Action

8,6621

POSIX suite tests in CI

1.6 µs2

Random reads, warm cache

0.83 ms3

Mean small-write latency

16 EiB4

Maximum filesystem size

1 pjdfstest runs on every change. A few cases needing semantics NFS/9P can't express are excluded; the list is public in the repo.  2 SQLite bench, random reads on ZeroFS served from local cache. A raw S3 round-trip is 50–300 ms.  3 File appends over NFS, ZeroFS bench suite; data at rest in S3.  4 Addressable by design: 64-bit inode and size fields, 32 KiB chunks.

01Verification

The test suites run in public CI.

CI runs pjdfstest, xfstests, kernel builds, stress-ng, and ZFS scrubs on every change. The first three run separately over NFS, 9P, and the FUSE client. Each card links to its workflow.

POSIX semantics

The pjdfstest suite runs on every change, once per protocol: permissions, ownership, links, rename behavior. The exclude lists, a few cases per protocol, are published in the repository.

pjdfstest workflow →

xfstests

The kernel filesystem test suite runs over NFS, 9P, and FUSE in separate workflows. These are the tests ext4 and XFS themselves are validated against.

xfstests workflow →

ZFS as the end-to-end test

CI builds a ZFS pool on ZeroFS block devices, extracts the Linux kernel source tree onto it, and runs a full scrub. The scrub reports no checksum errors.

zfs-test workflow →

Kernel builds

CI compiles the Linux kernel on NFS, 9P, and FUSE mounts with make -j$(nproc). Parallel compilation is the stress test: many processes writing the same tree at once.

kernel-compile workflow →

stress-ng

Filesystem stressors run against live mounts in CI: access, chdir, chmod, chown, and the rest of the file-handling set, all at once.

stress-ng workflow →

Self-hosting

The Rust toolchain builds ZeroFS on a filesystem that ZeroFS itself is serving. This one is a recorded session rather than a CI job.

watch the recording →

02Protocols

Files over NFS and 9P, block devices over NBD.

All three servers run in one userspace process against the same bucket. Clients mount it with the NFS and 9P support already in Linux, the NFS clients other systems ship, or nbd-client for block devices.

File · everywhere

NFS

macOS, Linux, Windows, and the BSDs mount it over their own NFS support, with nothing extra installed on the client. The server stays in userspace.

# mounts from any major OS
mount -t nfs 127.0.0.1:/ /mnt/zerofs

File · precise

9P

9P follows POSIX more closely than NFS, and fsync returns only after data reaches stable storage. The bundled FUSE client mounts without root and reconnects on its own.

# bundled FUSE client, no root
zerofs mount 127.0.0.1:5564 /mnt/zerofs

Block · raw

NBD

Raw block devices stored in the bucket hold ext4 filesystems, ZFS pools, or VM boot disks. New devices are picked up at runtime, with no server restart.

# attach a block device
nbd-client 127.0.0.1 10809 /dev/nbd0 -N vol1

Runs onAmazon S3Google Cloud StorageAzure BlobAny S3-compatible storelocal disk

03Geo-distribution

A ZFS mirror across three S3 regions.

Each ZeroFS instance exposes one S3 region as a block device. To ZFS they are plain disks, so a mirror that spans continents is set up like any other pool.

global-pool — zsh

$ nbd-client 10.0.1.5 10809 /dev/nbd0 -N storage -persist # us-east

$ nbd-client 10.0.2.5 10809 /dev/nbd1 -N storage -persist # eu-west

$ nbd-client 10.0.3.5 10809 /dev/nbd2 -N storage -persist # ap-southeast

$ zpool create global-pool mirror /dev/nbd0 /dev/nbd1 /dev/nbd2

$ zpool status global-pool | grep state

 state: ONLINE

If a region becomes unreachable, the pool degrades and the data stays available from the other two.

04Capabilities

Eight properties of the storage engine.

04.1

Always encrypted

Every block is encrypted with XChaCha20-Poly1305 before upload. The data key is wrapped with a key derived from your password using Argon2id. There is no unencrypted mode.

04.2

Compression

Data is compressed with zstd or lz4 before encryption. The codec can change at any time without migration, since the codec of existing data is detected on read.

04.3

Caching

Configurable memory and disk caches hold recently used blocks. Warm reads return in microseconds. A raw S3 round trip takes 50 to 300 milliseconds.

04.4

Checkpoints

Named checkpoints capture the filesystem at a point in time. Any of them can be opened read-only with a single flag at startup.

04.5

Read replicas

One instance writes while read-only instances serve the same bucket. Replicas pick up the writer's changes automatically and return EROFS on writes.

04.6

TRIM support

Discard from any filesystem or zpool deletes the corresponding chunks from the LSM tree. Compaction then reclaims the space in S3, so freed blocks come off the bill.

04.7

Standalone compactor

Compaction can run as a separate process on its own machine. A spot instance in the bucket's region avoids egress fees and keeps the load off the serving path.

04.8

Separate WAL store

With the WAL enabled, fsync latency is the latency of the WAL's backing store. The WAL can live on local NVMe or S3 Express One-Zone while data stays in the main bucket.

05Web UI

One config section adds a web console.

Enable [servers.webui] and the same process serves a console: a file manager running 9P over WebSocket, a dashboard streaming stats over gRPC-web, and a terminal that boots a Linux VM rooted on the mount.

Drag-and-drop uploads work for files and entire folders, written to the bucket over 9P.

06Recordings

Four recorded terminal sessions.

These are asciinema recordings of real terminal sessions, rendered as text rather than video. Playback caps idle pauses at two seconds and changes nothing else.

The Linux kernel compiles in 16 seconds on ZFS over a ZeroFS NBD volume.