AI Summarized Hacker News

Front-page articles summarized hourly.

Kolakoski Sequence

Requests that a proper user-agent be set and that the site's robots policy be respected, with links to a policy page and a related Wikimedia Phabricator task.

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The Contagious Taste of Cancer

A security service is establishing a secure connection and inspecting the browser to protect the site from attacks; it asks the user to enable JavaScript to continue and provides a Request ID.

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Running Your Own As: BGP on FreeBSD with FRR, GRE Tunnels, and Policy Routing

The article demonstrates how an individual can run a personal Autonomous System on FreeBSD by obtaining an AS and IPv6 prefix via a sponsoring LIR and RIPE, then deploying a BGP router (FRR) on FreeBSD with two upstreams. It uses GRE/GIF tunnels to distribute /64s and a /62 to downstream nodes, and employs dual-FIB policy routing on a downstream server (vps01) with PF to separate BGP-address traffic from provider-address traffic. It covers BGP config, bogon filtering, route-maps, verification, and concludes such a setup is feasible and educational.

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GitHub Agentic Workflows

GitHub Agentic Workflows automate repository tasks with agents running in GitHub Actions. Automation is authored in Markdown, not YAML, and converted to secure workflows via gh aw compile. AI-powered decision making adapts to context across Actions, Issues, PRs, Discussions, and repo management. Security is built-in: read-only by default, writes require sanitized approvals, sandboxing, allowlisting, and network isolation. Example: a Daily Issues Report creates a Markdown instruction, compiles to a workflow, and runs an AI agent to analyze issues and generate reports. Note: early development; use with caution.

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RFC 3092 – Etymology of "Foo" (2001)

RFC 3092 documents the etymology and usage of the metasyntactic variables foo, bar, and foobar, clarifying their historical origins and how they appear across RFCs. It traces foo's prewar comic-strip roots (Smokey Stover, Pogo), possible links to 'fu'/FUBAR, WWII slang, and later hacker culture, noting foobar as a common descendant and related terms like foo-fighter. It also covers acronyms associated with FOO, BAR, and FOOBAR, and provides a compiled appendix listing RFCs where these terms occur. Security considerations: none.

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AI fatigue Is real and nobody talks about it

AI speeds individual tasks but expands cognitive load and coordination; for engineers, AI makes you a reviewer and navigator of nondeterministic outputs, causing burnout even as code ships faster. The author describes a 'prompt spiral,' perfectionism pressure, thinking-atrophy risk, and tool churn. He adopted a sustainable approach: limit AI sessions, separate thinking time, accept 70% usable output, track usefulness, avoid reviewing every line, and focus on durable infra (context management, authorization, audit). The takeaway: success in the AI era is knowing when to stop, safeguarding cognitive bandwidth, and building for sustainability, not maximal output.

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I am happier writing code by hand

Abhinav Omprakash argues that writing code by hand sustains happiness and deep problem understanding, while overreliance on “vibe coding” with Claude-code triggers depression, shallow results, and bottlenecks. True software engineering requires wrestling with the problem space and internalizing context, which LLM-generated code often bypasses. He now uses LLMs in a controlled way—providing context, making incremental edits, and writing tests—to keep his brain engaged and preserve flow. The piece advocates choosing tools and workflows that maximize long-term happiness and thinking.

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OpenClaw Is Changing My Life

OpenClaw transforms the author's coding workflow from hands-on executor to “super manager.” While Claude Code and other AI tools eased coding, the author remained the operator, handling setup, testing, and debugging. OpenClaw, a 24/7 agent accessed via chat/voice with memory and long-running autonomy, lets him express intent and have the project created, planned, coded, tested, and deployed largely through conversation. This shift frees him to manage multiple projects, act as tech lead and project manager, and pursue building a company with a team. The revolution, for him, is real.

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Show HN: It took 4 years to sell my startup. I wrote a book about it

The Toughest Sell: A Founder’s Guide to Startup Exits by Derek Z. H. Yan blends a founder’s real exit journey—with a $50B acquirer—with a practical playbook for navigating M&A. It catalogs mistakes, antipatterns, and dead ends, and guides founders from preparation and mindset through opening moves, middle game, managing a losing position, endgame, and aftermath. Topics include inbound/outbound buyer outreach, assembling a team, data rooms, due diligence, term sheets, negotiations, and post‑exit reinvention, to maximize outcomes and avoid common pitfalls.

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Arcan Explained – A browser for different webs

Arcan Explained presents Arcan as a 'desktop engine' — a browser for different webs that bridges a display server, a game engine, and a multimedia processor. Rather than a single document viewer, Arcan treats web content as networked applications, executed in modular, privilege-separated processes (Decode, Encode, Network, Terminal) via a bespoke SHMIF IPC. It supports static or recursive deployment, alternate representations for accessibility and debugging, and per‑instance extensions. The piece critiques standard browsers’ scope and argues for a lean, secure, extensible architecture that can host diverse, networked applications. Midnight draws near.

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A11yJSON: A standard to describe the accessibility of the physical world

A11yJSON is an open standard, based on GeoJSON, for describing the accessibility of physical places and services (elevators, restrooms, policies, etc.) to ease data exchange. It provides a structured data model, a TypeScript library, and an npm module (@sozialhelden/a11yjson) with runtime validation via SimpleSchema. The spec supports portable schemas (GraphQL/JSON Schema) and includes examples (cinema, canteen, elevators) and a data snippet. Developed by Sozialhelden e.V. in Berlin (Wheelmap.org), it invites users to contribute and star the project on GitHub.

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Show HN: Fine-tuned Qwen2.5-7B on 100 films for probabilistic story graphs

CineGraphs helps screenwriters turn ideas into probabilistic story branches using AI and graph theory. It generates multiple narrative paths for any beat, with AI-powered suggestions that fit the story’s voice. Export to Fountain format compatible with Final Draft, Highland, WriterSolo, and other tools. Workflow: 1) Start with your idea; 2) CineGraphs creates branching paths; 3) Sculpt and export. Start free with 3 projects; upgrade for unlimited projects. © 2025 CineGraphs.

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The Legacy of Daniel Kahneman: A Personal View (2025)

Could not summarize article.

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Curating a Show on My Ineffable Mother, Ursula K. Le Guin

Theo Downes-Le Guin curates A Larger Reality about Ursula K. Le Guin at Oregon Contemporary, rejecting linear, pigeonholed biographical shows. He foregrounds Le Guin’s idea that narratives should be gathered like a carrier bag, not conquered by a hero’s journey. The show centers on her first Underwood typewriter and recreated writing space, inviting visitors to type poems, letters, and fan tributes, making the act of reading and writing part of the exhibit. Grieving and memory accompany him as he avoids a tidy narrative, preferring a wordy, baggy, inconclusive presentation that feels true to her willingness to learn and change.

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Why E cores make Apple Silicon fast

Apple Silicon Macs achieve high performance not just from P cores but from efficient use of E (Efficiency) cores for background work. The OS uses QoS scheduling to run foreground threads on P cores when possible, but may place them on E cores if needed; background tasks stay on E cores to avoid stealing from user apps and battery life. This design reduces issues like mdworker beachballs and scales with more E cores (M1 Pro/Max had 2, later models have 4–8). In short, E cores are key to fast, smooth Macs.

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Dave Farber has passed away

David J. Farber, renowned as the “grandfather of the Internet,” died Feb 7, 2026, in Tokyo at 91. Survived by son Manny and daughters-in-law Mei Xu and Carol Hagan; predeceased by wife Gloria and son Joe. A Stevens Tech alum, he worked at Bell Labs and Rand Corp., served as FCC Chief Technologist, and was a board member of the EFF. In 2018 he moved to Keio University as Distinguished Professor and Co-Director of the CCRC, teaching until Jan 22, 2026, and co-hosting the IP-Asia online gathering. Online remembrance Feb 9, 2026 at 2100 JST.

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Rabbit Ear "Origami": programmable origami in the browser (JS)

Rabbit Ear is a JavaScript origami toolkit that models crease patterns and foldable objects on a planar graph, handling crossings and rendering in SVG/3D. It supports flat-foldable, two-color crease patterns; axioms to construct creases; single-vertex, Kawasaki, and Maekawa validations; folding operations (fold, flatFold, folded) and 2D/3D visualization via Origami Simulator. Layer-order solvers (single-vertex and global) compute all valid face orders with branch tracking. Boundaries filter impossible axioms; cycles and rendering constraints are considered for SVG rendering.

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(AI) Slop Terrifies Me

This post laments AI’s trajectory toward “good enough” software and the peril if people stop caring. Even powerful AI may only near-code, near-worlds, yet the final 10% remains crucial. The author fears incentives push speed over craft, producing “slop” that’s easy to clone and replace, with AI agents and herders accelerating bad outcomes. They worry users will tolerate mediocre software, erode the artisan skills of developers, and ultimately lose the ability to create truly unique, well-made tools.

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Reverse Engineering Raiders of the Lost Ark for the Atari 2600

Raiders2600 is a fully reverse-engineered, commented Atari 2600 port of Raiders of the Lost Ark, detailing dual-bank ROM architecture, self-modifying bank switching, and a four-kernel rendering pipeline that handles 14 game rooms, inventory, AI, and timing. The project reorganizes into src, bin, out, with build/run scripts; it uses two banks (Bank0 for game logic, Bank1 for display), and per-frame bank switching to animate, draw, and handle collisions. It includes an inventory system (6 slots), item tracking with two bitmasks, scoring, and a win condition in the Well of Souls. Special rooms include Ark Room (title/end) and map/mode transitions.

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LLMs as Language Compilers: Lessons from Fortran for the Future of Coding

The Abstraction Rises traces how programming has repeatedly moved toward higher-level abstractions—from punch cards to FORTRAN and FLOW-MATIC (COBOL's predecessor)—democratizing code but not eliminating complexity. Today LLMs and autonomous coding agents replace reliance on Stack Overflow, enabling rapid prototypes (even full-stack apps) while sometimes fixating on wrong parameters. History warns that the priesthood of expert programmers will fade as tools mature, yet essential problem-solving remains. With AI accelerating, abstraction rises again to tame problems we haven't yet named.

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