惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

人人都是产品经理
人人都是产品经理
Stack Overflow Blog
Stack Overflow Blog
L
LINUX DO - 最新话题
Google Online Security Blog
Google Online Security Blog
Schneier on Security
Schneier on Security
Spread Privacy
Spread Privacy
www.infosecurity-magazine.com
www.infosecurity-magazine.com
雷峰网
雷峰网
Google DeepMind News
Google DeepMind News
Microsoft Azure Blog
Microsoft Azure Blog
IT之家
IT之家
V
Vulnerabilities – Threatpost
K
Kaspersky official blog
S
Schneier on Security
B
Blog
The Register - Security
The Register - Security
SecWiki News
SecWiki News
Hacker News: Ask HN
Hacker News: Ask HN
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
S
Security Affairs
T
The Blog of Author Tim Ferriss
G
Google Developers Blog
T
Tenable Blog
P
Proofpoint News Feed
Apple Machine Learning Research
Apple Machine Learning Research
D
DataBreaches.Net
S
Secure Thoughts
Security Latest
Security Latest
H
Heimdal Security Blog
The Hacker News
The Hacker News
O
OpenAI News
AWS News Blog
AWS News Blog
量子位
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
腾讯CDC
U
Unit 42
L
Lohrmann on Cybersecurity
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
L
LangChain Blog
阮一峰的网络日志
阮一峰的网络日志
T
The Exploit Database - CXSecurity.com
NISL@THU
NISL@THU
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Hugging Face - Blog
Hugging Face - Blog
The Last Watchdog
The Last Watchdog
Recorded Future
Recorded Future
V2EX - 技术
V2EX - 技术
爱范儿
爱范儿
F
Full Disclosure

Show HN

GitHub - flightdeckhq/flightdeck: Observability and control plane for AI agents. CSP Radar GitHub - Light-Heart-Labs/DreamServer: Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. GitHub - Diplomat-ai/diplomat-agent-ts: What can your TypeScript AI agent do to the real world? Scan your code. 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. Typing Mastery — climb toward 100+ WPM, deliberately GitHub - Andebugulin/Awareen GitHub - fayzan123/claude-workflow-composer: Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skills and MCPs, wire handoffs, export to .claude/ GitHub - harshaneel/humanize: Best static AI text humanizer. Two research-grounded skills that work in any LLM (Claude, ChatGPT, Gemini, Codex): humanize beats perplexity-based detectors, ai-check produces forensic scoring with evidence-quoted flags. Nine levers, 50+ peer-reviewed sources, 2024-2026 detection literature. GitHub - StackOneHQ/stack-nudge GitHub - nodes-app/swift-markdown-engine: A native AppKit Markdown editor for macOS, built on TextKit 2 and bridged to SwiftUI. We hardened an LLM agent. Each defense we added made it more exploitable. GitHub - alkait/WhatsKept: Agent-queryable WhatsApp history from an iOS backup — a single Go binary. 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 - pileax-ai/pileax: PileaX is an all-in-one AI knowledge base system. 🍀 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 - matisiekpl/neond: DX-focused control plane for Postgres dedicated to non-critical workloads. Your postgres:latest replacement 🐘 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
GitHub - addozhang/jk: Pipeline-native Jenkins CLI
addozhang · 2026-06-15 · via Show HN

A Pipeline-native CLI for Jenkins.

jk is for the day-to-day pipeline operator: inspect a job, trigger a build, watch it, tail its log, answer an input step — all from the terminal, all driven by the Jenkins URL you'd paste into a browser.

What jk is

  • URL-as-identity: every command takes a Jenkins URL; the host (and optional context path) picks the stored credentials.
  • Stable, self-owned schema: yaml (default), json, or raw. Output begins with schemaVersion: "1"; breaking changes bump the version.
  • Pipeline-aware: understands wfapi (stage tree, parallel branches, pending input).
  • Scripting-friendly: --watch returns the build result via exit code; -o json pipes cleanly into jq.
  • Agent-ready: ships an optional skill that teaches AI coding agents how to use jk safely from the terminal.

What jk is not

  • Not a general Jenkins administration tool — no plugin/agent/credentials-store management.
  • Not a Freestyle CLI — Pipeline (declarative or scripted) is the supported job type.
  • Not a Jenkinsfile linter or editor.

Install

Homebrew (macOS / Linux)

brew install addozhang/tap/jk

Requires the tap repo addozhang/homebrew-tap to be accessible.

go install

go install github.com/addozhang/jk/cmd/jk@latest

Requires Go 1.22+. The Go toolchain fetches the module directly from GitHub; no proxy is needed for a public repo. If you forked into a private repo, set GOPRIVATE=github.com/addozhang/* first.

Download a pre-built binary

Download jk_<version>_<os>_<arch>.tar.gz from the Releases page, extract, and move jk onto your PATH.

Quick start

# 1. Add credentials for your Jenkins host
jk auth add https://jenkins.example.com

# 2. Inspect a pipeline
jk pipeline info https://jenkins.example.com/job/my-folder/job/my-pipeline

# 3. Trigger a build and watch it finish
jk build trigger https://jenkins.example.com/job/my-folder/job/my-pipeline \
    -p ENV=staging --watch

# 4. Tail the console log of the latest build
jk build logs https://jenkins.example.com/job/my-folder/job/my-pipeline/lastBuild -f

# 5. Respond to a paused input step with parameter values
jk build input https://jenkins.example.com/job/deploy/42 proceed \
    -p ENV=prod -p DRY_RUN=false

# 6. Cancel a running build
jk build cancel https://jenkins.example.com/job/deploy/42 --wait

# 7. Inspect the parameter values a build was triggered with
jk build params https://jenkins.example.com/job/my-pipeline/lastSuccessfulBuild

AI agent skill

jk includes a companion skill for AI coding agents at skills/jk-jenkins-cli/. The skill is a concise operating guide for agents that need to inspect Jenkins failures, trigger and watch builds, read stage-scoped logs, or handle pending Pipeline input steps with the right safety checks.

Use it when an agent has terminal access and needs to work with Jenkins through jk. The skill emphasizes:

  • using Jenkins URLs as the unit of identity;
  • preferring -o json for machine-readable inspection;
  • inspecting status and stages before reading logs;
  • using --stage for focused log reads;
  • checking pendingInput and --input-id before acting on input steps;
  • avoiding unsupported Jenkins administration tasks.

First-time setup

1. Add a host credential

jk auth add https://jenkins.example.com
# Token: (paste your Jenkins API token — input is hidden)

Credentials are stored in ~/.config/jk/credentials (mode 0600, TOML format). Tokens are never printed by any jk command.

Context-path-scoped credentials

jk auth add accepts an optional context path, so several Jenkins instances reachable on the same host — distinguished only by a reverse-proxy prefix — can each hold their own credential:

jk auth add https://ci.example.com/team-a   # instance under /team-a
jk auth add https://ci.example.com/team-b   # instance under /team-b
jk auth add https://ci.example.com          # host-only fallback (optional)

The stored key is scheme://host[:port] plus the normalised context path — the segments before the first /job/; a bare host or a pure /job/... URL stores no path. When a command runs, jk selects the most specific entry whose key is a path-prefix of the request URL, falling back to the host-only entry when no context path matches. Matching honours segment boundaries, so a /team-a entry never captures a request to /team-amber.

2. Custom CA / self-signed certificates

If your Jenkins is behind a TLS proxy with a self-signed certificate, point SSL_CERT_FILE at the PEM bundle:

export SSL_CERT_FILE=/etc/ssl/my-ca-bundle.pem
jk pipeline info https://jenkins.example.com/job/...

Pass --insecure only as a last resort; it disables all certificate verification and prints a warning.

URL conventions

jk treats the Jenkins URL as the primary identifier. Every URL shape that Jenkins produces is accepted:

URL shape Meaning
https://host/job/pipeline top-level pipeline
https://host/job/folder/job/pipeline pipeline inside a folder
https://host/job/folder/job/sub/job/pipeline arbitrarily nested folders
https://host/job/mb/job/main multibranch pipeline → branch main
https://host/job/pipeline/42 specific build #42
https://host/job/pipeline/lastBuild symbolic last build
https://host/job/folder/ folder (for pipeline list)
https://host/jenkins/job/pipeline instance mounted under a context path (/jenkins, /domain, …)

Any of the seven Jenkins build permalinks may appear in the build-position slot in place of a numeric build number: lastBuild, lastCompletedBuild, lastSuccessfulBuild, lastUnsuccessfulBuild, lastFailedBuild, lastStableBuild, lastUnstableBuild. Jenkins resolves them server-side; jk output always records the resolved numeric buildNumber.

Jenkins instances deployed under a URL context path (a reverse-proxy mount such as /jenkins, or a multi-tenant prefix like /domain) are supported: any path segments before the first /job/ are preserved and replayed against the server. A context path can also scope stored credentials, so multiple instances on one host can each hold their own token — see Context-path-scoped credentials under First-time setup.

Normalisation rules:

  • Trailing slashes are stripped.
  • Default ports (:80 for http, :443 for https) are dropped when looking up credentials, so https://jenkins.example.com and https://jenkins.example.com:443 resolve to the same credential entry.
  • The credential lookup key is scheme://host[:non-default-port] plus an optional context path. A request resolves to the most specific stored key that is a segment-boundary path-prefix of the URL, falling back to a host-only entry — so a single host can serve several credentialed instances while a plain host entry still covers every path beneath it.

Scripting with jk

JSON output

# Get just the build result
jk build status https://host/job/pipeline/42 -o json | jq -r '.result'

# Find any pending input
jk build status https://host/job/pipeline/lastBuild -o json | jq '.pendingInput'

Exit codes

When --watch is not used, jk exits 0 on success or 10 on any jk-level error (bad URL, auth failure, network problem, TLS verification failure, CSRF crumb failure, malformed Jenkins response). The stderr message identifies which.

When --watch is used with jk build trigger, or --wait is used with jk build cancel, the exit code reflects the build's terminal state:

Code Meaning
0 Build SUCCESS
1 Build FAILURE
2 Build UNSTABLE
3 Build ABORTED
4 Build paused at PENDING_INPUT (poll deadline reached)
10 jk-level error (see stderr)
jk build trigger https://host/job/pipeline --watch
echo $?   # 0..4 = build result; 10 = jk-level failure

Schema pinning

All structured output begins with schemaVersion: "1". Scripts should assert on this value:

schema=$(jk pipeline info https://host/job/foo -o json | jq -r '.schemaVersion')
[ "$schema" = "1" ] || { echo "unexpected schema $schema"; exit 1; }

Breaking changes will increment the version; additive changes (new fields, new enum values tagged experimental) will not. See docs/schema.md for the full field reference and versioning policy.

Release notes

v0.6.0 — build cancel

New features

  • jk build cancel <build-url> stops a running build via the Jenkins /stop endpoint — the same action as the UI Stop button. The build is marked ABORTED after any post { always {} } cleanup blocks run.
  • --wait flag polls the build until it reaches a terminal state and exits with the build-result exit code (3 for ABORTED). The poll correctly passes through the brief PENDING_INPUT window that occurs while Jenkins is processing the stop request, rather than treating it as a terminal state.
  • Accepts build permalinks (lastBuild, etc.) in the build-position slot, consistent with all other build commands.

v0.5.1 — error message fix

Bug fixes

  • Build commands now report Build not found: <url> (with a suggestion to check the build number) instead of the misleading Pipeline not found message when Jenkins returns HTTP 404 for a build URL.

v0.2.0 — input-step parameters and status correctness

New features

  • jk build input <url> proceed now accepts repeatable -p KEY=VALUE flags to submit parameter values to a paused input step. @PATH loads the value from a file. Values are validated client-side against the pending input's declared shape (CHOICE / BOOLEAN / STRING / TEXT / PASSWORD) before any HTTP call; invalid values exit 10 with a message that names the offending parameter and lists the valid choices.
  • pendingInput.parameters in jk build status output is promoted from experimental to stable. Scripts can rely on the field name and Parameter shape.

Behavior changes (bug fixes)

  • Finished builds no longer report state: PENDING_INPUT. A non-building build is always DONE, regardless of whether a stale pendingInput action marker is still attached to Jenkins's core /api/json response.
  • Live paused builds now populate pendingInput.id, pendingInput.message, and pendingInput.parameters correctly. The data is sourced from /wfapi/pendingInputActions rather than the core actions[] array, which only carries an _class marker.

See docs/schema.md §3.7 and §3.9 for the full field reference and endpoint wire-format details.

Develop

make build             # build ./bin/jk
make test              # unit + integration with -race
make test-e2e          # end-to-end (requires `make e2e-up` first)
make lint              # golangci-lint v2, zero warnings required
make release-snapshot  # local cross-platform snapshot via GoReleaser
make help              # full target list

Requires Go 1.22+ and golangci-lint v2.

Docs

  • SPEC.md — engineering practice, tech stack, boundaries.
  • openspec/ — change management; behavior changes go through OpenSpec.
  • docs/schema.md — output schema contract (field reference, enum catalog, versioning policy).