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News for “throw”
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ojcp.dev• Aug 12, 2026• 1 min read
Show HN: OJCP – an open protocol for agent-consumable job dataAuthor here!Agents are applying to jobs for people right now, with progressively more volume, and there's nothing built for it. So they scrape career pages and fight ATS forms with Playwright/Browser Use, which breaks constantly (or they get bot blocked). Employers get buried in applications that don't fit, candidates hear nothing back, and the resume is now an AI-written thing that another AI scores (which breaks the existing model entirely, btw).OJCP is MCP tools for search and apply, a manifest at /.well-known/ojcp.json so agents can find providers, and schemas that extend schema.org instead of replacing it. The playground on the site is a live MCP endpoint, so you can throw calls at it right now.Why a spec at all when models keep getting better at figuring things out? Inference can't produce authorization. An agent can work out what a form wants. It can't establish that someone consented to this specific submission, and then employer has no way to verify who's calling. So TL;DR a m
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bing.com• Aug 12, 2026• 1 min read
Braves' Spencer Schwellenbach: Rehab slowedSchwellenbach (elbow) is still not feeling 100 percent and will have his throwing progression slowed, Grant McAuley of the Marietta Daily Journal reports.
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letterspractice.com• Aug 7, 2026• 1 min read
Show HN: LettersPractice – Teach your child to read with a modified SRS engineHi everyone. 2nd submission attempt here of a very-indie, very-passion project after a no-op first try.Backstory: ~10 years ago I started tinkering with a web based platform for experimenting around the fringes of SRS. The project had three major goals: to expand the sorts of content that SRS could address, for example doing musical exercises via midi instrument hookup; to hybridize SRS scheduling with other pedagogical protocols like prerequisite graphs, Elo ratings, procedurally tuning difficulty of specific exercises, and similar; and to permit usage-driven pedagogy discovery among competing protocols, in terms of things like learned pre-req edges, and surfacing aggregate learning bottlenecks to curriculum designers.This project stayed at hobby level. It got a fair bit of personal in-house use, but I've always itched to put a more direct, sustained focus on it.~4 years ago I found myself with a toddler.So: I started throwing phonetic exercises into our in-house learning platform. We
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news.ycombinator.com• Aug 6, 2026• 1 min read
Quantum computers do not test every solution at once*This is adapted from my live interview session with Sebastian Hassinger, formerly IBM Quantum and AWS Quantum Technologies. Words are his own.Superposition and entanglement get thrown around loosely, and when people ask me which one causes the most trouble, the honest answer is that the biggest problem is not really a misunderstanding of either. It is more of an ambiguity. People say that a quantum computer tests all solutions simultaneously and then selects the right one, and that is not literally correct. But it is also not the clean error it looks like.The confusion almost certainly traces back to the most famous quantum computing algorithm there is, which is Shor's algorithm, discovered by Peter Shor in the early nineties. Shor's algorithm is the one that would allow us to decrypt RSA and other asymmetric key based encryption methods. It achieves a shortcut to factoring a very large number down to its primes, and that factoring problem is the basis for most modern encryption.The w
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hyperprobe.co• Aug 5, 2026• 1 min read
Launch HN: HyperProbe (YC S26) – Agents that do read-only debugging in prodHi HN, this is Shailendra and Karan here. We are building a fast and safe way for coding agents to debug issues live in production.When prod breaks, it lets Cursor, Claude, and others drop virtual breakpoints or probes safely in your running code, and extract the exact variable values that logs don’t have.All this saves time and effort for engineers who’d otherwise dig through logs and traces or redeploy with console.logs or print statements until they find the root cause.Here is the link to the video that explains this: https://www.youtube.com/watch?v=ivV7I--ta5cAgents write most of our code now. This shrinks the useful context engineers need to debug AI written code, a problem not helped by the limited telemetry added in the same code by AI.So when something breaks in prod, the first instinct for an engineer is to open logs or throw them to your agents. But if the line you are looking for is not there, agents will start guessing the root cause on non-existent data, forcing you to add
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errors.standardbeagle.com• Aug 1, 2026• 1 min read
Show HN: An MCP server that knows what that error message meansThis is my third attempt at getting LLMs to build this, and I'm finally happy with what they can slap together now. https://errors.standardbeagle.com/I'm running agents to pull in projects and scan the source code to get the error message templates and use matching rules to match the fixed part of the template to the actual output string, and tie it back to a summary of why the error was thrown and recommendations on how to resolve the error. Essentially 90% of what I used stack overflow for.In the past either the LLM got confused about what the project did, was horrible at finding the error sites or figuring out why the error occurred.
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replicant.space• Jul 29, 2026• 1 min read
Show HN: Replicant Space – an HTTP API-based game based on the Bobiverse booksDuring Christmas 2025, I found myself burnt out from work. The last few years had been hard, and multiple redundancies saw the company I loved reduce down to just a handful of remaining staff. As a coping mechanism, I kinda disassociated for a while - throwing myself into my personal projects. AI was destroying the passion I had for coding. I tried to find some meaning in development again.After months of throwing myself into creating this game, I slowly fell back in love with coding. I taught myself a bunch of technologies that I was previously unfamiliar - Astro, Flask, Redis, Celery, Just.Anyway, this is Replicant Space. It's free. I love building and playing it. There's a cool story. Aliens are awesome. Feel free to poke the API and take over the galaxy.
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github.com• Jul 27, 2026• 1 min read
Show HN: I built a static verifier for OpenCode to stop unsafe AI tool callsErik Meijer wrote the paper "Guardians of the Agents" on formal verification for AI workflows, and Nada Amin implemented it in the Guardians repository. I built this plugin to bring static security verification to OpenCode.How It Works: 1. Interception: Uses OpenCode's TypeScript plugin system ("tool.execute.before") to intercept candidate tool calls (bash, read, edit, write) before they run. 2. Sidecar Verification: Passes tool parameters to a local Python daemon running guardians.verify(). 3. Formal Verification (~1.5ms): Evaluates Z3 path containment (blocking path traversal like ../../../../etc/passwd), secret taint tracking (preventing .env data from flowing to output files or shell commands), and security automata (enforcing read-before-edit rules). 4. Pre-Execution Abort: If a violation is flagged, the plugin throws an exception to block execution before any side effects happen on disk, forcing the agent to self-correct.The repository links metareflection/guardians directly as a
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github.com• Jul 26, 2026• 1 min read
Show HN: Codex fixed my 2010 MacBook Pro driver troubles with kernel patchesI installed Gentoo on my mid-2010 Macbook Pro about a year ago as both a fun learning project and to have a practical secondary laptop for terminal access, light dev, using utilities that would be more cumbersome on my Windows laptop, etc.It landed me with a usable KDE environment with acceleration, but sleep mode resulted in an unrecoverable system without a reboot and the graphics driver had oddities like garbled screens during login and occasionally crashing the system if I opened the wifi settings. At the time I tried switching to older proprietary nvidia drivers and some other possible solutions for sleep issues, including asking an older GPT model at some point to investigate the system, but they were dead ends - it seemed to simply be an issue of unsupported old hardware, and I don't have the time to learn driver dev.But when 5.6 Sol came out and I tried it on Ultra, I was struck by how capable it seemed, so I figured I had nothing to lose throwing it at fixing my system by any
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elizabethlineguide.com• Jul 25, 2026• 1 min read
Show HN: Elizabeth Line Guide (London) – Live departures, timetables, faresHi,I built this as a little side project as I had the following issues when travelling on the Elizabeth Line:- Hard to get live departures for my destination/line - Hard to get timetable times (which I need when I get off a flight at Heathrow and need to find if I can catch the next train) - Hard to get fare information between two stopsI took a look at the keyword stats and there are not too many competitors. The site is hovering in the second page of google at the moment, but that is with zero promotion.Hopefully helps anyone the next time they're travelling on the Liz Line.
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meltbox.ai• Jul 21, 2026• 1 min read
Show HN: Meltbox – where your agents send you briefsEasy to try even without an account! Would love all feedback.Hey all, I'm building Meltbox as a better human in the loop system. It's a way to centralize all of the decisions you need to make into context-rich briefs in a system built for fast human review.[Why]Something major changed recently. Agents have gotten even better and even faster at building apps / sites / dashboards / etc... and that's changed my development workflow in a major way.I often have my agents build an entire app/dashboard just to make ONE DECISION.It's no longer just building the product. It's building throwaway internal apps on the fly to help me build the product.So I built Meltbox as a home for those things. Some are throwaway briefs while others stick around as custom dashboards.[How it Works]- Go to https://meltbox.ai and an immediate workspace is spun up for you- Copy/paste the invite link to your agent (Claude Code / Codex / etc...)- The agent gets instructions on redeeming its access token and accessing
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word-in-web.com• Jul 21, 2026• 1 min read
Show HN: Word in Web – Near MS Word Parity Docx Editor in WebWord in web is a pure JS docx editor/renderer benched against MS Word directly. This was largely inspired by Eigenpal going closed source, and some personal frustrations I had with working on complex Word templates, pleading papers, etc... and not having a clean way to view/edit them without owning MS Word (which I did just eventually buy but it sucked).This was also an exercise in highlighting the value of good evals for Agents to bench against. Instead of just throwing the OOXML standard at an agent and letting it spin, I put together a large corpus of Microsoft Word docs - converted them to pdf and then rasterized them to images. The eval then compared the image diffs measuring the actual differences in the actual pixels. This let me (and more importantly, the agent) catch a lot of the edge cases and optimize aggressively while preventing 'whack a mole' style regressions that would have made this project a lot harder.Edit: I forgot to mention two things, 1. I published the full eval
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news.ycombinator.com• Jul 16, 2026• 1 min read
The Missed Reality: Code Review Wasn't Built for the AI EraThe Bottleneck Isn't Writing Code Anymore. It's Trusting It.The speed at which AI generates code has officially surpassed our capacity to review it. For decades, the bottleneck in software engineering was writing the code. Today, the bottleneck has shifted entirely to trusting that the code can run effectively in production and actually solve the business problem.But let's be honest: humans never truly scaled code review anyway.Throughout my career, I have observed developers approving PRs or MRs that contain critical bugs. When they do engage in the review process, they often focus on stylistic issues. Why does this happen? Because reviewers are overloaded with their own backlogs to manage, and often choose the path of least resistance by saying, "Looks good to me."Now, we are trying to solve this by throwing AI at the problem!The Missed Reality: Code Review Wasn't Built for the AI EraCode review - whether conducted by a human or an LLM - was not designed for this era of autonomous co
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news.ycombinator.com• Jul 14, 2026• 1 min read
ThoughtsWhen we believe in something beyond our immediate experience, and in turn, perceive it as “knowledge,” what truly matters isn’t the “understanding” but rather the “working out” towards articulating it.It seems that our minds are inherently encrypted when subjected to knowledge, and language too, seems to function like passwords on a computer. It propels us forward, but once we grasp it; more on the act than the linguistic aspect, the very act of articulation itself loses its meaning (overthrown to the back of our minds). The point is that it “opens” or serves as a “point of access” to a realm where both the articulation of knowledge as reasons or the judgment of forms are possible, where contradictions can arise.In terms of replicating(the experience, not just the "thing/object"), but not copying, the craftsman’s present knowledge is necessary but not decisive in making the end product distinguishable from similar products. When building something new, the knowledge that articulates it