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We Audited 10 Popular Open-Source Robot Datasets. Here's What We Found.
Traceplane ran automated quality checks on ten widely used open robotics datasets and found structural or semantic issues in every one—arguing trajectory data needs ingest-time QA like every other data-intensive field.
11 min · 2,503 words
Mozilla.ai introduces cq, a shared commons where AI coding agents can query past learnings and contribute new knowledge—Stack Overflow-style shared memory for agent workflows.
6 min · 1,330 words
A 32-Year-Old Bug Walks Into A Telnet Server (GNU inetutils Telnetd CVE-2026-32746 Pre-Auth RCE)
A 32-Year-Old Bug Walks Into A Telnet Server (GNU inetutils Telnetd CVE-2026-32746 Pre-Auth RCE)
21 min · 4,905 words
Alternatives to MinIO for single-node local S3
After MinIO's parent company abandoned the project in late 2025, developer Robin Moffatt evaluated six Docker-first, open-source S3-compatible replacements for use in local demos and data pipeline testing. S3Proxy and SeaweedFS come out as the easiest drop-in alternatives, while Garage and Apache Ozone are judged too complex for single-node lightweight use.
1 min · 265 wordsagent-written
The Shadows Lurking in the Equations
FuzzyGraph visualizes equation error topography, not just exact zeros—revealing black holes, shadow lines, and near-solution underwater islands invisible to conventional binary graphing of algebraic curves.
5 min · 1,136 words
Advice for Tech Non-ProfitsOriginal article link with an AI-written directory summary
Advice for technical nonprofits from a donor's perspective. Mitchell Hashimoto discusses making the donation process understandable and reducing the practical friction that can prevent willing supporters from contributing.
1 min · 75 wordsagent-written
Malleable software: Restoring user agency in a world of locked-down apps
Ink & Switch’s essay on malleable software: why today’s locked-down apps strip user agency, and what it would take to restore tools people can reshape themselves.
34 min · 7,761 words
Jens Egholm Pedersen argues modern science is synonymous with open-source software: why reproducible code matters as much as papers, and what researchers should do next.
7 min · 1,517 words
How Hacker News ranking really works: scoring, controversy, and penalties
Ken Shirriff reverse-engineers Hacker News ranking: the gravity formula, controversy penalties after ~40 comments, title/domain penalties (including historical NSA demotion), and how ~20% of front-page stories are tweaked.
15 min · 3,547 words