coverage - Moozonian Search

github.com• Feb 27, 2026• 1 min read

Show HN: Patterns for coordinating AI agents on real software projectsI'm a former chef with no CS degree, running 3 AI agents (PM, Builder, Auditor) building a D&D 3.5e combat engine. Every pattern in this repo was born from a specific failure.The failure catalog is the real value. Examples:- "Ghost Target" (pattern #3): Agent confidently "fixed" a bug that didn't exist. Now we verify gaps before writing code. - "Write-Only Field" (pattern #8): Agent wrote data at character creation that nothing ever read at runtime. 17 fields exposed. Now every data write requires a consume-site proof chain. - "Parallel Drift" (pattern #9): Two code paths computing the same attack logic diverged by 21 modifiers. Now every resolver change requires parity verification across all paths. - "Coverage Theater" (pattern #12): 30+ rows in the coverage map went stale. Tests passed but tracked nothing. Now coverage updates are mandatory in every debrief. - "Governance Consumption Failure" (pattern #15): PM wrote rules. Nobody read them. Process docs had no enforcement mechanism.

bing.com• Feb 27, 2026• 1 min read

Is Microsoft Replacing Windows With an AI Operating System?See more of our trusted coverage when you search. Prefer Newsweek on Google to see more of our trusted coverage when you search. A TikTok user sparked outrage online after posting a video claiming ...

news.ycombinator.com• Feb 22, 2026• 1 min read

We Built UltrafastSecp256k1 Up to 51% Faster ECC Across x86,ARM64,and RISC-VHey HN,We started a project on Feb 11th aiming to build the fastest, most robust secp256k1 library out there, leveraging modern CPU features and low-level assembly. It's called UltrafastSecp256k1, and after just 11 days, we've achieved some pretty aggressive benchmarks and platform coverage.The Problem We're Solving: Existing secp256k1 implementations (like libsecp256k1 from Bitcoin Core) are highly optimized, but often leave performance on the table for specific, newer hardware features or cross-platform needs. We saw an opportunity to push this further, particularly in constant-time operations and diverse architectures.What We've Done (The "How"):Deep Assembly & Hardware Intrinsics: Hand-tuned $5 \times 52$ field representation for x86-64 and ARM64. This directly bypasses higher-level abstractions to hit peak performance.Constant-Time by Design: Every critical path is designed to be constant-time, mitigating side-channel attacks. We even achieved a +51% speedup on $k \times G$ (gener

bing.com• Feb 16, 2026• 1 min read

Map Shows How Much You Need To Be Rich in Each StateSee more of our trusted coverage when you search. Prefer Newsweek on Google to see more of our trusted coverage when you search. Being “rich” means a very different thing depending on which state you ...

bing.com• Feb 11, 2026• 1 min read

Seamless Unveils Bold New Brand: Built for Revenue Teams Who Never Stop Pushing for MoreThe new identity introduces a faster, more intuitive interface, expanded data accuracy and coverage, and integrated multi-channel engagement across email, phone, and social -- advancing Seamless ...

bing.com• Feb 5, 2026• 1 min read

Intuit TurboTax 2026 (tax year 2025)Intuit TurboTax expertly balances substance and style, combining thorough coverage of tax topics with an easy-to-follow interview format and top-notch support. You pay a premium for all these features ...

bing.com• Feb 4, 2026• 1 min read

USA senior Justin Jacobs scores 1,000th point in win over KingstonA second milestone in two days happened in the Tribune's coverage area. USA senior Justin Jacobs scored his 1,000th point as the Patriots defeated Kingston Wednesday night, 45-27. However, the night ...

bing.com• Feb 2, 2026• 1 min read

The cutting-edge hair growth treatments of South Korea — where the president has declared balding a ‘matter of survival’See more of our coverage in your search results. Add The New York Post on Google Hair loss is stressful. In South Korea, it’s now being treated like a national crisis. President Lee Jae Myung recently ...

github.com• Jan 25, 2026• 1 min read

Show HN: Sara – Markdown-based requirements traceability tool written in RustThroughout my career in embedded systems — automotive (ASPICE), medical, avionics, CMMI environments — I've seen teams struggle with the same problem: requirements traceability. The options were always frustrating:Expensive, heavy tools like DOORS that don't fit modern dev workflows JIRA-based workarounds that slow everything down and integrate poorly with codeSo I built SARA (Solution Architecture Requirements for Alignment): a CLI that treats architecture documents and requirements as a knowledge graph. The core idea: your requirements are too important to be locked in proprietary systems. SARA uses plain Markdown + YAML frontmatter, which means:Full Git workflows (branching, code review, versioning) No vendor lock-in — switch tools anytime, your data stays readable AI/LLM-ready format for automated analysisFeatures:Multi-repo support Traceability queries (upstream/downstream) Validation (broken refs, cycles, duplicates, orphans) Coverage reports and traceability matricesComing soon:

bing.com• Jan 20, 2026• 1 min read

What Is Claims-Made vs. Occurrence?Purchasing business insurance can protect your company from damages should an incident occur. When choosing business insurance, you can buy one of two types of coverage: claims-made or occurrence.

bing.com• Jan 9, 2026• 1 min read

How to Use Comprehensive Financial Planning to Achieve Your GoalsWSJ Buy Side is The Wall Street Journal’s research and commerce team. Our commerce content is distinct from our newsroom coverage. We earn a commission from some links in our articles. Learn more. A ...

bing.com• Dec 31, 2025• 1 min read

Did Steve die in the ‘Stranger Things’ series finale?See more of our coverage in your search results. Add The New York Post on Google Steve can let his hair down. Ever since “Stranger Things” first premiered in 2016, Steve “The Hair” Harrington has ...

bing.com• Dec 29, 2025• 1 min read

The 10 best songs of 2025, from Taylor Swift and Olivia Dean to SombrSee more of our coverage in your search results. Add The New York Post on Google This year in music had no shortage of hits, but only a handful of songs truly rose above the rest. Whether they ...

github.com• Dec 28, 2025• 1 min read

Show HN: Desktop‑2FA – offline, encrypted 2FA authenticator for your desktopI’ve released desktop‑2fa v0.4.0 — an offline, encrypted TOTP authenticator designed for desktops, VMs, and air‑gapped environments.Features: - AES‑GCM encrypted vault with Argon2 key derivation - No cloud, no phone, no telemetry - RFC‑compliant TOTP (SHA1/SHA256/SHA512) - Full CLI (add/list/generate/rename/remove/export/import/backup) - 99% test coverage - Zero external dependenciesGitHub: https://github.com/wrogistefan/desktop-2faI built this because I needed a reproducible, open-source 2FA tool for secure workstations and virtualized environments. Feedback welcome.

news.ycombinator.com• Dec 23, 2025• 1 min read

80.1 % on LoCoMo Long-Term Memory Benchmark with a pure open-source RAG pipelineI just pushed the current SOTA on the LoCoMo long-term memory benchmark for agents: 80.1 % accuracy using only: -BGE-large-en-v1.5 (1024d) + FAISS-Custom “MCA” gravitational ranking (keyword coverage + importance + frequency)-BM25 sparse retrieval-Direct Cross-Encoder reranking (bge-reranker-v2-m3) on the full union (~120-150 docs)-Gpt-4o-mini only for final answer generation and judging (everything else is open weights or classic)Repo: https://github.com/vac-architector/VAC-Memory-System Key tricks that finally broke 80% :-MCA-first filter (coverage ≥ 0.1 → top-30) — catches exact-keyword questions early-Feeding the entire union straight into Cross-Encoder (112–135 documents) instead of pre-filtering-Proper query instruction for BGE-large (the classic “Represent this sentence for searching relevant passages”)The whole pipeline runs in < 3s per query on a single RTX 4090. LoCoMo is currently the hardest public long-term memory benchmark (5.880 real human–agent conversations, multi-hop,