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Article URL: https://www.phoronix.com/news/Gentoo-Starts-Codeberg-Use

Comments URL: https://news.ycombinator.com/item?id=47043852

Points: 2

# Comments: 0

Start a task, grab a coffee, come back to production-grade code. Tests enforced. Context preserved. Quality automated.

Claude Code moves fast but without structure, it skips tests, loses context, and produces inconsistent results — especially on complex, established codebases. I tried other frameworks — they burned tokens on bloated prompts without adding real value. Some added process without enforcement. Others were prompt templates that Claude ignored when context got tight. None made Claude reliably produce production-grade code.

So I built Pilot. Instead of adding process on top, it bakes quality into every interaction. Linting, formatting, and type checking run as enforced hooks on every edit. TDD is mandatory, not suggested. Context is monitored and preserved across sessions. Every piece of work goes through verification before it's marked done.

Pilot optimizes for output quality, not system complexity. The rules are minimal and focused. There's no big learning curve, no project scaffolding to set up, no state files to manage. You install it in any existing project — no matter how complex — run `pilot`, then `/sync` to learn your codebase, and the quality guardrails are just there — hooks, TDD, type checking, formatting — enforced automatically on every edit, in every session.

The result: you can actually walk away. Start a `/spec` task, approve the plan, then go grab a coffee. When you come back, the work is done — tested, verified, formatted, and ready to ship. Hooks preserve state across compaction cycles, persistent memory carries context between sessions, quality hooks catch every mistake along the way, and verifier agents review the code before marking it complete. No babysitting required.

Comments URL: https://news.ycombinator.com/item?id=47043847

Points: 1

# Comments: 0

Article URL: https://www.bristol.ac.uk/history/research/cabot/

Comments URL: https://news.ycombinator.com/item?id=47043840

Points: 1

# Comments: 0

Article URL: https://www.dailymail.co.uk/sciencetech/article-15564329/Apple-iPhone-users-spyware-attack.html

Comments URL: https://news.ycombinator.com/item?id=47043836

Points: 3

# Comments: 0

Article URL: https://simonwillison.net/2026/Feb/17/release-notes-webcomic/

Comments URL: https://news.ycombinator.com/item?id=47043835

Points: 1

# Comments: 0

Article URL: https://gwakproductions.com/products/orange-zapper-nintendo-gun

Comments URL: https://news.ycombinator.com/item?id=47043813

Points: 1

# Comments: 0

Show HN: HJX – A Unified Web Language Designed for AI-Native Code Generation

Hi HN,

I’ve been exploring a language design where structure, style, and logic live in one authoring unit — to reduce token fragmentation when AI models generate frontend code.

HJX is a compiled UI language that unifies *structure*, *style*, and logic into a single `.hjx` file. It compiles to clean, dependency-free HTML + CSS + JavaScript — no virtual DOM, no runtime overhead, no framework lock-in. :contentReference[oaicite:1]{index=1}

Here’s a real example from the README:

```hjx component Counter state: count = 0 layout: view#root.card: text.title: "Count: {{count}}" button.primary (on click -> inc): "Increase" style: .card { padding: 16px; border: 1px solid #ddd; border-radius: 12px; } .primary { padding: 10px 14px; border-radius: 10px; cursor: pointer; } handlers: inc: set count = count + 1 ```

Happy to answer questions about the hjx and open for pr -Loaii abdalslam

Comments URL: https://news.ycombinator.com/item?id=47043811

Points: 2

# Comments: 1

Article URL: https://www.opencoreventures.com/blog/ocvs-new-source-available-license-is-a-simple-alternative-to-closed-source-licenses

Comments URL: https://news.ycombinator.com/item?id=47043803

Points: 1

# Comments: 0

Article URL: https://www.nytimes.com/2026/02/16/opinion/play-ai-authoritarianism.html

Comments URL: https://news.ycombinator.com/item?id=47043801

Points: 1

# Comments: 0

Article URL: https://jaigp.org/

Comments URL: https://news.ycombinator.com/item?id=47043796

Points: 1

# Comments: 0

Article URL: https://www.neowin.net/news/rufus-blames-microsoft-for-allegedly-blocking-latest-windows-11-iso-downloads/

Comments URL: https://news.ycombinator.com/item?id=47043795

Points: 1

# Comments: 0

Article URL: https://simonwillison.net/2026/Feb/17/qwen35/

Comments URL: https://news.ycombinator.com/item?id=47043766

Points: 1

# Comments: 1

Hey HN!

I built CodeGraph CLI because I was tired of grep-ing through massive codebases trying to understand how things work.

It combines three things: - tree-sitter (AST parsing, error-tolerant) - SQLite (dependency graph: nodes + edges) - LanceDB (vector embeddings, disk-based)

The key insight: pure vector search misses structural relationships. So I combined vector search with BFS graph traversal — find semantically similar code, then expand to dependencies/dependents.

Result: ask "how does authentication work?" and it finds validate_token(), its caller login_handler(), AND the dependency TokenStore — because it understands both meaning AND structure.

Other features: - Impact analysis (multi-hop BFS: what breaks before you change it) - Multi-agent system via CrewAI (4 specialized agents) - Visual code explorer (browser-based) - Auto-generate docs/READMEs - 100% local-first (works with Ollama, zero data leaves machine) - 6 LLM providers (Ollama, OpenAI, Anthropic, Groq, Gemini, OpenRouter) - 5 embedding models (from zero-dependency hash to 1.5B code model)

Quick start: pip install codegraph-cli cg config setup cg project index ./your-project cg chat start

MIT licensed. Python 3.9+.

Happy to answer questions about the graph-augmented RAG architecture or any technical decisions.

Comments URL: https://news.ycombinator.com/item?id=47043764

Points: 3

# Comments: 0

Article URL: https://www.rsslookup.com/

Comments URL: https://news.ycombinator.com/item?id=47043585

Points: 1

# Comments: 0

Mind Spectrum is a technology-focused agency specializing in increasing online exposure and leads through ethical "white hat" SEO and integrated digital strategies.

What we offer:

Advanced SEO: Tailored techniques to keep up with evolving search algorithms.

Global Reach: Operations based in Florida with a dedicated unit in India for 24/7 global support.

Client-Centric: Focusing on measurable client satisfaction and ROI for small and medium-sized enterprises.

We help businesses create both online and offline "buzz" to reach their target audience effectively.

Comments URL: https://news.ycombinator.com/item?id=47043573

Points: 1

# Comments: 0

Article URL: https://www.nytimes.com/2026/02/16/health/rfk-vaccine-manufacturers.html

Comments URL: https://news.ycombinator.com/item?id=47043566

Points: 1

# Comments: 1

Swapface is a lightweight, real-time AI face swap tool that works for live streams, videos, and images.

Key Features:

Real-time Streaming: Create face-swapped live streams instantly.

High Quality: One-click HD image and video/GIF face swapping.

Privacy-focused: Processing is done locally (requires Windows or Mac Apple Silicon).

Free to use: Currently available for free download.

It's designed to be the easiest-to-use faceswap tool globally, supporting high-end hardware like NVIDIA 50-series GPUs for optimal performance.

Comments URL: https://news.ycombinator.com/item?id=47043564

Points: 1

# Comments: 0

Article URL: https://cdn.pols.co.uk/papers/agile-approach-to-legacy-systems.pdf

Comments URL: https://news.ycombinator.com/item?id=47043555

Points: 1

# Comments: 0

The fallout from the Post Office scandal is a recurring theme of reporting for Computer Weekly, and in this week’s ezine, we find out how the organisation’s efforts to address the shortcomings of its Horizon software have resulted in it being hit with a multimillion-pound IR35-related tax bill. We also sit down with Checkout.com CTO Mariano Albera to find out how he’s applying his knowledge of e-commerce to the finance sector, and why coding will always have a special place in his heart. In the third and final instalment of the AI security buyer’s guide, we take a look at how the technology can both help and hinder enterprise IT security strategies. And, rounding out the issue, we find out how five different charities are using CRM and digital experience technologies to bolster donations. Read the issue now.

Article URL: https://idiallo.com/blog/programming-tools-are-free

Comments URL: https://news.ycombinator.com/item?id=47043540

Points: 2

# Comments: 0