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31. psc: The ps utility, with an eBPF twist and container context
the ps utility, with an eBPF twist and container context - loresuso/psc
32. CLI's completion should know what options you've typed
Consider Git's -C option: git -C /path/to/repo checkout When you hit Tab, Git completes branch names from /path/to/repo, not yourcurrent directory. The completion is context-aware—it depends on the value ofanother option. Most CLI parsers can't do this. They treat each option in isolation, socompletion for --branch has no way of knowing the --repo value. You end upwith two unpleasant choices: either show completions for all possiblebranches across all repositories (useless), or give up on completion entirelyfor these options. Optique 0.10.0 introduces a dependency system that solves this problem whilepreserving full type safety. Static dependencies with or() Optique already handles certain kinds of dependent options via the or()combinator: import { flag, object, option, or, string } from "@optique/core";const outputOptions = or( object({ json: flag("--json"), pretty: flag("--pretty"), }), object({ csv: flag("--csv"), delimiter: option("--delimiter", string()), }),); TypeScript knows that if json is true, you'll have a pretty field, and ifcsv is true, you'll have a delimiter field. The parser enforces this atruntime, and shell completion will suggest --pretty only when --json ispresent. This works well when the valid combinations are known at definition time. Butit can't handle cases where valid values depend on runtime input—likebranch names that vary by repository. Runtime dependencies Common scenarios include: A deployment CLI where --environment affects which services are available A database tool where --connection affects which tables can be completed A cloud CLI where --project affects which resources are shown In each case, you can't know the valid values until you know what the usertyped for the dependency option. Optique 0.10.0 introduces dependency() andderive() to handle exactly this. The dependency system The core idea is simple: mark one option as a dependency source, then createderived parsers that use its value. import { choice, dependency, message, object, option, string,} from "@optique/core";function getRefsFromRepo(repoPath: string): string[] { // In real code, this would read from the Git repository return ["main", "develop", "feature/login"];}// Mark as a dependency sourceconst repoParser = dependency(string());// Create a derived parserconst refParser = repoParser.derive({ metavar: "REF", factory: (repoPath) => { const refs = getRefsFromRepo(repoPath); return choice(refs); }, defaultValue: () => ".",});const parser = object({ repo: option("--repo", repoParser, { description: message`Path to the repository`, }), ref: option("--ref", refParser, { description: message`Git reference`, }),}); The factory function is where the dependency gets resolved. It receives theactual value the user provided for --repo and returns a parser that validatesagainst refs from that specific repository. Under the hood, Optique uses a three-phase parsing strategy: Parse all options in a first pass, collecting dependency values Call factory functions with the collected values to create concrete parsers Re-parse derived options using those dynamically created parsers This means both validation and completion work correctly—if the user hasalready typed --repo /some/path, the --ref completion will show refs fromthat path. Repository-aware completion with @optique/git The @optique/git package provides async value parsers that read from Gitrepositories. Combined with the dependency system, you can build CLIs withrepository-aware completion: import { command, dependency, message, object, option, string,} from "@optique/core";import { gitBranch } from "@optique/git";const repoParser = dependency(string());const branchParser = repoParser.deriveAsync({ metavar: "BRANCH", factory: (repoPath) => gitBranch({ dir: repoPath }), defaultValue: () => ".",});const checkout = command( "checkout", object({ repo: option("--repo", repoParser, { description: message`Path to the repository`, }), branch: option("--branch", branchParser, { description: message`Branch to checkout`, }), }),); Now when you type my-cli checkout --repo /path/to/project --branch , thecompletion will show branches from /path/to/project. The defaultValue of"." means that if --repo isn't specified, it falls back to the currentdirectory. Multiple dependencies Sometimes a parser needs values from multiple options. The deriveFrom()function handles this: import { choice, dependency, deriveFrom, message, object, option,} from "@optique/core";function getAvailableServices(env: string, region: string): string[] { return [`${env}-api-${region}`, `${env}-web-${region}`];}const envParser = dependency(choice(["dev", "staging", "prod"] as const));const regionParser = dependency(choice(["us-east", "eu-west"] as const));const serviceParser = deriveFrom({ dependencies: [envParser, regionParser] as const, metavar: "SERVICE", factory: (env, region) => { const services = getAvailableServices(env, region); return choice(services); }, defaultValues: () => ["dev", "us-east"] as const,});const parser = object({ env: option("--env", envParser, { description: message`Deployment environment`, }), region: option("--region", regionParser, { description: message`Cloud region`, }), service: option("--service", serviceParser, { description: message`Service to deploy`, }),}); The factory receives values in the same order as the dependency array. Ifsome dependencies aren't provided, Optique uses the defaultValues. Async support Real-world dependency resolution often involves I/O—reading from Gitrepositories, querying APIs, accessing databases. Optique provides asyncvariants for these cases: import { dependency, string } from "@optique/core";import { gitBranch } from "@optique/git";const repoParser = dependency(string());const branchParser = repoParser.deriveAsync({ metavar: "BRANCH", factory: (repoPath) => gitBranch({ dir: repoPath }), defaultValue: () => ".",}); The @optique/git package uses isomorphic-git under the hood, sogitBranch(), gitTag(), and gitRef() all work in both Node.js and Deno. There's also deriveSync() for when you need to be explicit about synchronousbehavior, and deriveFromAsync() for multiple async dependencies. Wrapping up The dependency system lets you build CLIs where options are aware of eachother—not just for validation, but for shell completion too. You get typesafety throughout: TypeScript knows the relationship between your dependencysources and derived parsers, and invalid combinations are caught at compiletime. This is particularly useful for tools that interact with external systems wherethe set of valid values isn't known until runtime. Git repositories, cloudproviders, databases, container registries—anywhere the completion choicesdepend on context the user has already provided. This feature will be available in Optique 0.10.0. To try the pre-release: deno add jsr:@optique/core@0.10.0-dev.311 Or with npm: npm install @optique/core@0.10.0-dev.311 See the documentation for more details.
33. Training my smartwatch to track intelligence
Training my watch to track intelligence
34. Our approach to advertising and expanding access to ChatGPT
35. An Ode to the Return of Wysiwyg
36. Show HN: An LLM-optimized programming language
Contribute to imjasonh/imjasonh development by creating an account on GitHub.
37. The Alignment Game
A game to align people and priorities
38. Independent Guest Virtual Machine (IGVM) File Format
Contribute to microsoft/igvm development by creating an account on GitHub.
39. I'm Being Prosecuted for the Opposite of Insider Trading
40. Show HN: Making Claude Code sessions link-shareable
41. We Gave Our Browser Agent a 3MB Data Warehouse
Record once, automate forever. 100X Bot transforms screen recordings into powerful automations for hiring, SEO, sales, and marketing teams.
42. The First PC Virus
In 1986, what’s thought to be the first computer virus spreads around the world
43. Drawbot: Let's hack something cute (2025)
44. Boeing knew of flaw in part linked to UPS plane crash
An aircraft that crashed in November had a structural flaw that had been identified by Boeing 15 years ago, investigators say.
45. Why Greenland's natural resources are nearly impossible to mine
The country’s natural landscape makes the task extremely difficult, though that has not stopped Trump’s aspirations
46. The spectrum of isolation: From bare metal to WebAssembly
Tired of 'it works on my machine'? Understand the key differences between Physical Machines, VMs, Containers, and Virtual Environments to choose the right tool for the job and ship code reliably.
47. Ask HN: Who's using DuckDB in production?
48. Ask HN: Browser extension vs. native app for structured form filling?
49. Feature Selection: A Primer
My shot at explaining the statistical intuition behind the most common filter methods in Data Science and ML.
50. LWN is currently under the heaviest scraper attack seen yet
51. How to wrangle non-deterministic AI outputs into conventional software? (2025)
52. Universal SSL exposes domains to BGP leaks
53. Ask HN: Claude Opus performance affected by time of day?
54. Ask HN: Could you share your personal website here?
55. OpenBSD-current now runs as guest under Apple Hypervisor
56. Apple Is Fighting for TSMC Capacity as Nvidia Takes Center Stage
[Exclusive] A 15-year relationship helped TSMC grow and Apple leap ahead of rivals, but now it's struggling to get enough capacity as it competes with Nvidia for supply
57. Earth from Space: The Fate of a Giant
This Copernicus Sentinel-2 image over the South Atlantic Ocean features a close-up view of the A23a iceberg, once the world’s largest. The unusually cloud-free image shows the first signs that the iceberg will soon disintegrate completely.
58. SkyVM: Instant desktop VMs from memory snapshots
Deploy previews and VM management for native apps. Fast-boot, cross-platform VMs with GitHub integration.
59. List of Individual Trees
60. Acetaminophen during pregnancy does not increase risk of autism, ADHD or IDs