general Trend Report
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3
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5
Mid impact
42
Signal watch
なぜこのサイトを作ったのか
私たちそれぞれが個別にAIを使って情報収集し、同じような3行要約を作るたびに、世界中で膨大な電力と計算リソースが消費されています。 本プロジェクトは、あらかじめ広範な情報を取得・集約しておくことで、個別のAI実行回数を減らし、地球環境（GPU/TPU負荷）に配慮した効率的な情報収集を目指す実験的なダッシュボードです。
InfoQ
Article: Implementing Chaos Engineering in Financial Payment Systems: Lessons from Enterprise ECS Deployments
・Standard chaos engineering assumes experiments stop cleanly, blast radius is knowable in advance, and production is fair game.
・Payment systems violate all three.
・Salim Adedeji describes ECS-specific failure modes from enterprise deployments: a 60-second DNS TTL that produced 93-second failover, retry logic amplifying database load 2.4x, and AZ rebalancing loops that generic tooling misses.
InfoQ
Does ICANN Open the Door on Identity Theft by Dropping 3rd Level .name Domains Registrations?
・Neil Fraser's disclosure highlights a regulatory change affecting the .name top-level domain.
・Following ICANN's approval, Verisign will eliminate third-level registrations due to declining usage.
・This affects about 22,000 registrants and raises security concerns, as released second-level domains could be exploited.
GitHub Trending
MoonTechLab / LunaTV
・本项目采用 CC BY-NC-SA 协议，禁止任何商业化行为，任何衍生项目必须保留本项目地址并以相同协议开源 TypeScript
InfoQ
GitLab Warns That AI Agent Sandboxes Are Only as Secure as Their Network Access
・GitLab warns that isolating an AI coding agent in a sandbox does not necessarily make the agent safe.
・In a new security analysis, the company describes an internal evaluation in which an AI agent escaped its sandbox by exploiting a vulnerable package proxy that had been explicitly placed on the sandbox's allowlist.
・By Craig Risi
InfoQ
HashiCorp Packer 1.16 Adds Native SLSA Provenance Generation and Verification for Machine Images
・HashiCorp has released Packer v1.16.0, adding native support for generating, signing, and verifying SLSA provenance attestations for every image the tool builds.
・The release provides teams with a secure, tamper-proof record of how a machine image was made.
・It does this without needing extra supply-chain tools.
GitHub Trending
mksglu / context-mode
・Context window optimization for AI coding agents.
・Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
InfoQ
Presentation: A Solopreneur's Journey: From Engineer to Puzzle Master and Storyteller
・Joe Cassavaugh shares his journey from software engineer to successful solopreneur with a $2M+ indie franchise.
・He explains how he scaled production to 10 games in 5 years, adopted Unity to boost velocity 4-6x, optimized content pipelines, and leveraged refactoring patterns.
・He discusses key trade-offs between corporate engineering and solopreneurship for senior devs and leaders.
InfoQ
Presentation: Platform Engineering in the Age of AI
・The panelists explain how platform teams adapt to support AI-assisted engineering, highlighting which capabilities belong in the platform.
・They discuss trade-offs between standardization and developer autonomy, while sharing strategies to manage AI tooling, security guardrails, and shifting workflows.
・By Stéphane Di Cesare, Davide de Paolis, Stephen Cihak, Camila Macedo, Renato Losio
GitHub Trending
ayghri / i-have-adhd
・A skill to stop your coding agent from burying the answer.
・ADHD-friendly output.
Lobsters
CERN's migration path from CentOS Linux to Debian
CERN's migration path from CentOS Linux to Debian
GitHub Trending
coreyhaines31 / marketingskills
・Marketing skills for Claude Code and AI agents.
・CRO, copywriting, SEO, analytics, and growth engineering.
Lobsters
Finite-time blowup with smooth forcing for 3D incompressible Euler, Boussinesq, and IPM
Finite-time blowup with smooth forcing for 3D incompressible Euler, Boussinesq, and IPM
GitHub Trending
jo-inc / camofox-browser
・Stealth headless browser for AI agents — bypass Cloudflare, bot detection, and anti-scraping.
・Drop-in Puppeteer/Playwright replacement.
Speaker Deck
Kiroで創り、AgentCoreで繋ぐ！AWSで実践する「AI-DLC」から「AIエージェント統合」までの最新地図
Kiroで創り、AgentCoreで繋ぐ！AWSで実践する「AI-DLC」から「AIエージェント統合」までの最新地図
GitHub Trending
microsoft / markitdown
・Python tool for converting files and office documents to Markdown.
Lobsters
On the Navier–Stokes Millennium Prize Problem
On the Navier–Stokes Millennium Prize Problem
Speaker Deck
Reforming the Japanese Ruby reference manual
Reforming the Japanese Ruby reference manual
Lobsters
Replacing startplasma with shell scripts or dinit (Part 1)
Replacing startplasma with shell scripts or dinit (Part 1)
Lobsters
The Depths of JavaScript: Minesweeper in 247 Bytes
The Depths of JavaScript: Minesweeper in 247 Bytes
Speaker Deck
The Good Stuff, Not the Slop: Engineering High-Quality Android Apps with Modern AI Tooling
The Good Stuff, Not the Slop: Engineering High-Quality Android Apps with Modern AI Tooling
GitHub Trending
The-Swarm-Corporation / AutoHedge
・Build your autonomous hedge fund in minutes.
・AutoHedge harnesses the power of swarm intelligence and AI agents to automate market analysis, risk management, and trade execution.
GitHub Trending
viarotel-org / escrcpy
・📱 Display and control your Android device graphically with scrcpy.