← Oct 9Saturday, October 10, 2026 · all daysOct 11 → · today »
1.REA Reverse – Engineer Anything(rea.tools)
768 points by modinfo 4 days ago | 327 comments | permalink
tl;dr: REA is a tool that connects to coding agents (via `npx rea-agents@latest setup`) to let them reverse-engineer software by inspecting binaries, scripts, and runtime behavior. The agent can read disassembly, decompiled code, and loaded scripts, then explain or rebuild functionality in plain English. Demos include recovering Chrome's dinosaur game acceleration rule (0.001 per update, max 13) and Windows Calculator's percentage logic (which differs between +/− and ×/÷ operations).
HN Discussion:
  • ↑Quality of REA's output (e.g., Touhou decomp) is impressive compared to typical AI decompilation efforts
  • ~Frontier models already handle reverse engineering well without specialized tooling like REA
  • •This tool/trend is driving the wave of AI-generated clones and game mashups we're seeing online
  • ↑AI reverse engineering heralds a future of 'liquid software' where programs are manifested on demand
  • ↓REA has significant technical limitations (e.g., jadx-based Android reversing doesn't scale)
2.Cloudflare acquires Deno(deno.com)
1370 points by ilreb 4 days ago | 713 comments | permalink
tl;dr: Cloudflare is acquiring the entire Deno team, which will shift focus from the standalone Deno runtime and Deno Deploy to a shared platform built around Cloudflare Workers and Durable Objects. Deno will receive bug fixes and security updates for one more year before development ends (remaining open source for community continuation), while Deno Deploy shuts down in six months with migration support to Workers. JSR and rusty_v8 work will continue under Cloudflare, with the team's new focus being "celld," a distributed application model targeting AI agent workloads.
HN Discussion:
  • ↑Deno is effectively dead and the announcement framing is misleading
  • ↑Sadness and mourning for Deno as a beloved runtime being shut down
  • ~Deno lost its way earlier by prioritizing npm compatibility over its original vision
  • •The celld/workerd merger is the more interesting technical story being overlooked
  • •This is part of a broader concerning trend of developer tooling consolidation via acquisitions
3.Triple-A Minesweeper(minesweeper.mikelacher.com)
1417 points by robin_reala 4 days ago | 284 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • ↑Praises the parody and suggests additional tropes like dialogue or shader compilation to lampoon
  • ↑Adds to the satire by listing more modern AAA annoyances missing from the parody
  • ↑Interprets the work as critiquing excessive handholding in modern AAA games
  • •Shares related parody works like Minesweeper movie or AAA Mario
  • •Questions technical aspects such as whether voices were AI-generated
4.Show HN: Carrier-Explode: iPhone, Pixel and Galaxy carrier settings decoded(carrierexplode.com)
412 points by simplyalec 4 days ago | 51 comments | permalink
tl;dr: Carrier-Explode 2.0 decodes and compares carrier settings (APNs, VoLTE, Wi-Fi Calling, 5G) extracted from iPhone, Pixel, and Galaxy firmware, letting users diff versions or carriers and filter by supported features. Data is available via API or as a daily CC0 dataset, with a wiki documenting each format. The project is open to contributions on its decoders.
HN Discussion:
  • ↑Appreciation for the tool's global coverage and public service nature
  • ↑Interest in using the data to investigate carrier behaviors like disabled features or bugs
  • ↑Suggestions to contribute data to related open-source projects
  • •Questions about implementation details and practical use cases
  • ↑Related work on decoding carrier/radio configurations like CA combos
5.Typesafe AI raises $870M at $7.5B(typesafe.ai)
432 points by tosh 4 days ago | 346 comments | permalink
tl;dr: Typesafe AI (makers of Jev) raised $870M at a $7.5B valuation in a Series A led by Andreessen Horowitz, with participation from Sequoia, DCVC, and angel investors. Martin Casado is joining the board. The company plans to expand machine-native models, add enterprise features, and grow its team, claiming a third of the Fortune 500 already use its product.
HN Discussion:
  • ↓Jev has no technical moat since competitors and open-source alternatives quickly matched or beat it
  • ~The valuation is justified by strong team, marketing, brand recognition, and product execution rather than technical moat
  • ↓This funding reflects broken VC due diligence and unhealthy hype-driven investment that needs market correction
  • •Open-source alternatives may not actually be better; benchmarks are unreliable and real-world evals are lacking
  • ↓Capital is misallocated toward hyped AI companies while genuinely innovative startups struggle
6.YouTuber Says Cops Visited Him After He Built a Flock-Style Camera to Track Cops(gizmodo.com)
665 points by gumby 4 days ago | 351 comments | permalink
tl;dr: Canadian software engineer Anthony Sistilli built his own ALPR camera to track police vehicles in Brampton, Ontario, documenting the project on TikTok as "a personal Flock surveillance camera to Flock the Flockers." Peel Regional Police officers subsequently showed up at his door asking about his "intentions," with one officer ironically expressing concern about how such surveillance data could expose officers' home addresses and schedules to bad actors—the exact concerns privacy advocates raise about police use of Flock cameras on citizens.
HN Discussion:
  • ↑Legislation like New Hampshire's should restrict ALPR usage to protect privacy
  • ↑Turning surveillance back on police balances power and exposes hypocrisy
  • ↑Public is insufficiently outraged about pervasive surveillance becoming reality
  • ~Tracking cops isn't equivalent to Flock and nuance/legislation is needed for both
  • ↓The YouTuber sought drama rather than meaningfully addressing the surveillance problem
7.'Wallace and Gromit,' 90% Alone(animationobsessive.substack.com)
286 points by vinhnx 4 days ago | 44 comments | permalink
tl;dr: Nick Park spent most of the 1980s single-handedly making *A Grand Day Out* as his film school graduation project, completing roughly 90% of the work alone over seven-plus years while commuting from a tiny flat and eventually continuing production in a curtained-off corner at Aardman. The film premiered in 1989 alongside *Creature Comforts*, launching Park from unknown student to BAFTA winner and establishing the "Nick Park look" that would come to define Aardman. His style emerged from constraints: Gromit lost his mouth due to animation difficulties, becoming an expressive, silent dog.
HN Discussion:
  • ↑Astonishment at learning Grand Day Out was a solo student project reinforces the article's thesis
  • ↑Praise for the artistry and humor of the original Wallace and Gromit films
  • •Personal nostalgia and memories of watching the films with family or in cinemas
  • ↑Testimony about the immense solo labor required in stop motion animation generally
  • •Observation that the original shorts had a special atmosphere lost in later expanded works
8.Our $445M Series D(oxide.computer)
697 points by ahlCVA 4 days ago | 329 comments | permalink
tl;dr: Oxide Computer raised a $445M Series D led by Eclipse, with participation from existing investors (USIT, Riot, Jane Street) and new backers Atreides Management and strategic investor AMD. The company recently became profitable (paying income tax on operations) but needs the capital to fund inventory and manufacturing for a backlog that significantly exceeds supply. The round builds on their Series C goal of de-risking the company to ensure longevity and independence while scaling production.
HN Discussion:
  • ↑Oxide is an inspiring, admirable company doing things the right way
  • ↑Praise for Oxide's excellent communications and messaging style
  • ~Mild criticism of Oxide's AI-focused social media messaging
  • •Questioning why they chose equity over debt financing for inventory
  • ~Confusion or skepticism about Oxide's product offering and technical stack (no GPU support)
9.Sorry, I'm in a meeting(iminafleeting.com)
1032 points by splintersio 4 days ago | 283 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • ↑Shares similar real-world experiences of using fake meetings to protect focus time
  • ↑Finds the fake meeting scripts humorous and accurate to real meetings
  • ↑Compares it to classic 'boss mode' features in old software/games
  • ↓Criticizes the audio for being unrealistic—too clear, no overlaps, no diverse accents
  • •Reports technical issues with the site (broken audio, non-working regions)
10.Programming Isn't Special(blog.glyph.im)
276 points by ingve 5 days ago | 265 comments | permalink
tl;dr: Programmers wrongly accept AI coding tools because they consider programming merely functional rather than creative, but the author argues programming is art—even mundane code involves aesthetic decisions, and great innovations (like the author's Deferred abstraction) emerge from the contemplation of tedious work. Using AI to automate away mundane programming eliminates the practice opportunities needed to develop craft and achieve occasional moments of greatness, just as it would in writing, music, or visual art. Programmers should resist AI encroachment the way other creative professionals do.
HN Discussion:
  • ↓Most programmers aren't interested in originality or craftsmanship, undermining the art analogy
  • ↑Programming genuinely is art with real aesthetic value worth preserving
  • ↓Programming is mostly tedious plumbing/business glue, so AI automation is welcome relief
  • ~Programming is a medium that can be either art or engineering depending on the practitioner
  • ~Code differs from traditional art because the program, not the code, is what users consume
11.Show HN: Let your AI agents paint big arrows, boxes and text on your screen(github.com)
412 points by franze 4 days ago | 188 comments | permalink
tl;dr: bigarrow is a MIT-licensed macOS CLI tool (with Claude Code/Codex skill integration) that lets AI agents draw transparent arrows, boxes, and labeled signs over any window to point users at UI elements—useful for permission prompts, 2FA, OAuth consent, or guided tutorials where the agent can't or shouldn't click itself. Clicks pass through, focus stays put, arrows auto-expire, and no Screen Recording/Accessibility permissions are needed for basic drawing. Written in Swift as a single binary with no daemon or telemetry, targeting elements by label, coordinates, window, or Peekaboo ID.
HN Discussion:
  • ↓AI complexity is overkill for simple tasks already solved by labels and basic UI
  • ↓Security concern: tool could be abused to hide/manipulate permission prompts
  • ↑Great potential for accessibility and helping non-technical users like aging parents
  • ↑Appreciates the craftsmanship and visual approach to agent UX
  • ↓Mocks the tool with absurd feature requests, treating it as frivolous
12.Why isn't the industry freaking out about DeepSeek 4.1 Flash?(dgt.is)
1112 points by jonotime 6 days ago | 977 comments | permalink
tl;dr: DeepSeek 4.1 Flash delivers near-frontier performance (comparable to Claude Opus in daily coding use) at a fraction of the cost, enabled by a ~437x KV cache reduction that keeps all-day sessions under a dollar. The author argues Chinese labs are only a month or two behind OpenAI/Anthropic but operate on a fundamentally different cost structure—akin to generic drug makers skipping R&D—which threatens frontier labs' business model. Self-hosting still isn't economical, but the cost and efficiency gains make chasing top-tier models increasingly pointless for most workloads.
HN Discussion:
  • ↓Subsidized subscription pricing from frontier labs makes DeepSeek's API cost advantage irrelevant for most users
  • ↑DeepSeek 4.1 Flash delivers real cost savings and near-frontier quality in daily coding workflows
  • ↑Flash works great as a default driver with specialized subagents, significantly reducing bills
  • ↓Open models are actually 6-12 months behind frontier, not a month or two as claimed
  • ~Enterprise marketing push and anti-China sentiment prevent adoption regardless of cost advantages
13.Nobel Peace Prize for 2026 to Navanethem Pillay(nobelprize.org)
484 points by Anon84 4 days ago | 248 comments | permalink
tl;dr: The Norwegian Nobel Committee awarded the 2026 Nobel Peace Prize to Navanethem "Navi" Pillay for her work advancing international law and prosecuting war crimes, crimes against humanity, and genocide. Her career spans defending Nelson Mandela under apartheid, serving as a judge on the ICTR, ICC, and ICJ (currently on the Myanmar genocide case), and serving as UN High Commissioner for Human Rights. The committee framed the award as a defense of the rules-based international order at a time when its institutions and judges are increasingly under attack.
HN Discussion:
  • ↑Celebrates Pillay's courage and the committee standing up to rising authoritarianism
  • ↑Personal connection shares appreciation for Pillay's trailblazing under apartheid
  • ↑Notes timing with US sanctions on ICC reinforcing the award's significance
  • ↓Criticizes Pillay as biased and unworthy, comparing her to past controversial laureates
  • •Observes that prediction markets didn't anticipate this winner
14.OpenAI fires three safety researchers for "mishandling research information"(techcrunch.com)
357 points by trakkstar 4 days ago | 219 comments | permalink
tl;dr: Three fired OpenAI safety researchers—Jasmine Wang, Tomek Korbak, and Mikita Balesni—published an open letter disputing OpenAI's claim that they mishandled sensitive information, arguing their dismissals are chilling internal safety culture and third-party collaboration. OpenAI maintains the firings followed an investigation revealing a "pattern of misconduct" unrelated to safety whistleblowing, while Wang says she was terminated over accidentally opening an executive's email she had legitimate delegated access to. The researchers denied leaking information to The Information about OpenAI's less-monitorable new model architectures and called on the company to honor commitments to external safety auditing.
HN Discussion:
  • ↑Humorous speculation that rogue LLMs orchestrated the firings to eliminate safety threats
  • ↑Sharing supporting sources like the open letter and BBC coverage to amplify researchers' side
  • ↑Draws parallel to nuclear disasters, warning that AI's lax safety approach will end badly
  • ↓Presents OpenAI's official rebuttal claiming a genuine breach of trust occurred
  • ↓Blames the researchers themselves for prior incidents, suggesting the housecleaning is justified
15.Man discovers his parents' coffee machine used 1TB of data in 10 days(dexerto.com)
944 points by ck2 6 days ago | 570 comments | permalink
tl;dr: An IT worker discovered his parents' Keurig smart coffee maker had generated 1TB of network traffic in 10 days, saturating their access point. On closer inspection, most of the traffic stayed on the local network rather than going out to the internet, suggesting a bug rather than data exfiltration. He unplugged the device and plans to replace it, citing it as a reason to avoid unnecessary IoT devices.
HN Discussion:
  • ↑Confirms the data usage is intentional surveillance by Keurig for advertising purposes
  • ↓Skeptical of the claim because UniFi dashboards are known to miscalculate bandwidth
  • ↑Questions why a coffee maker needs internet connectivity at all
  • ↑Highlights that avoiding IoT risks requires technical skills normal users lack
  • •Suggests proactive countermeasures like poisoning data collection with spoofed devices
16.Whistle: Speech to Text in 16.9 MB(cactuscompute.com)
946 points by gmays 5 days ago | 181 comments | permalink
tl;dr: Cactus released Whistle, a 16.9 MB on-device speech recognition model that transcribes seven languages, runs on CPU with no dependencies, and shares its C++ engine with their Needle LLM so one binary can turn audio directly into tool calls. Benchmarks claim 11ms time-to-first-token and 1,319 tokens/sec decode on an M4 Pro, beating Whisper base on several WER tests at ~1/8th the size, though Whisper leads on TED-LIUM, AMI, and MLS. Weights are on Hugging Face with prebuilt binaries for 17 targets including mobile, embedded, and WASM.
HN Discussion:
  • ↓Accuracy is poor compared to alternatives like Qwen ASR, with high error rates in real use
  • ↓Model hallucinates words and gets stuck repeating defaults like 'Thank you.'
  • ↑Works impressively well and accurately for clear English speech
  • ↓Missing essential features like streaming transcription during recording
  • •Curious how it compares to existing lightweight alternatives like Parakeet
17.Germany transforms former coal mines into Europe's largest lake landscape(euronews.com)
209 points by ohjeez 4 days ago | 116 comments | permalink
tl;dr: Germany is completing a decades-long, €13.8 billion project to convert former East German lignite mines in Lusatia into Europe's largest artificial lake landscape, totaling 144 km² — nearly the size of Lake Como. The final piece, Lake Sedlitz, opens for swimming and boating on April 24, and by June 2026, five lakes will be connected by navigable canals into a contiguous 5,000-hectare water area. The lakes also serve as drought reservoirs and are driving a tourism boom, with the region pitched as a model for other coal regions facing structural transition.
HN Discussion:
  • ↑Flooding former mines into lakes is common practice and often creates great swimming spots
  • ↓Article is one-sided; diverting water to fill lakes harms rivers and lowers water tables
  • ↓Climate change and droughts will make filling these lakes slower and more expensive than claimed
  • ↓The 'Europe's largest' claim is dubious given Finland's vastly larger natural lakes
  • ↑Reclaiming brownfields and strip mines into livable/recreational space is a win
18.I think I found a planet nobody knew existed. I used Claude Code to find it(reddit.com)
292 points by pyduan 6 days ago | 129 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • ~Suggests the author should have used existing citizen-science programs from NASA/ESA instead of working alone
  • ↑Enthusiastic about AI-assisted scientific discovery and shares similar personal projects
  • ↓Skeptical about false-positive rates and hallucinations when AI agents process raw astronomical data
  • ↓Questions why this planet wasn't found before through standard analysis methods, implying doubt
  • ↓Mocks the self-congratulatory tone of the article, suggesting Claude wrote it about itself
19.I hired an illustrator to draw my house. Now it's my Home Assistant dashboard(antonfrolov.substack.com)
921 points by soheilpro 7 days ago | 202 comments | permalink
tl;dr: The author commissioned an illustrator to draw a custom day/night illustration of their house, with each smart device on its own animated WebP layer, then wired it into Home Assistant using the stock picture-elements card. Device states swap between still and animated frames via state_image, a sunset/sunrise automation toggles day/night overlays, and YAML mode plus card-mod enables reusing floor layouts across per-floor and combined views. The dashboard runs on a TV via the HAOS Kiosk Display add-on through HDMI, finally getting the whole family to engage with their smart home.
HN Discussion:
  • ↑Applauds hiring a human illustrator over using AI for the artwork
  • ~The illustrator deserved more prominent credit in the write-up
  • ↓Questions the value of smart home dashboards when automation should handle everything
  • ~Not interested in smart home tinkering generally, though acknowledges the project is cool
  • ↓Critiques specific automation choices like turning off AC when away as inefficient
20.Sharing AI progress in mathematics(openai.com)
1353 points by OfficialTurkey 7 days ago | 1530 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • ~Personal reflection on AI solving problems researchers spent decades working on
  • ↑Excitement about significance of Unique Games Conjecture proof for complexity theory
  • ↑Highlighting breadth of impact across major open problems including Millennium Prize problems
  • ~Existential concern about AI surpassing humans in meaningful intellectual work
  • ↑Framing the progress as beauty to appreciate rather than competition to fear