# News Aggregation — Multi-Source Field-tested against TechCrunch, The Verge, Ars Technica, BBC, Guardian, Wired, NPR, HN, Reuters, CNN, NYT (2026-04-18). ## Lead with RSS — fastest and most reliable For every site that has a feed, `http_get` + XML parsing is faster and more reliable than a browser. Use `ThreadPoolExecutor` for parallel fetches. **Confirmed working RSS feeds (tested):** | Source | Feed URL | Format | Items | Fetch time | |--------|----------|--------|-------|------------| | TechCrunch | `https://techcrunch.com/feed/` | RSS 2.0 | 20 | ~0.08s | | Ars Technica | `https://feeds.arstechnica.com/arstechnica/index` | RSS 2.0 | 20 | ~0.10s | | BBC News | `http://feeds.bbci.co.uk/news/rss.xml` | RSS 2.0 | 37 | ~0.23s | | The Guardian (World) | `https://www.theguardian.com/world/rss` | RSS 2.0 | 45 | ~0.11s | | The Guardian (Tech) | `https://www.theguardian.com/technology/rss` | RSS 2.0 | 32 | ~0.25s | | Wired | `https://www.wired.com/feed/rss` | RSS 2.0 | 50 | ~0.10s | | NPR Top Stories | `https://feeds.npr.org/1001/rss.xml` | RSS 2.0 | 10 | ~0.14s | | Hacker News | `https://news.ycombinator.com/rss` | RSS 2.0 | 30 | ~0.16s | | CNN Top Stories | `http://rss.cnn.com/rss/cnn_topstories.rss` | RSS 2.0 | 69 | ~0.25s | | NYT Homepage | `https://rss.nytimes.com/services/xml/rss/nyt/HomePage.xml` | RSS 2.0 | 23 | ~0.12s | | The Verge | `https://www.theverge.com/rss/index.xml` | **Atom** | 10 | ~0.15s | ## Parallel fetch pattern (4.3x speedup measured) Sequential fetch of 7 feeds: **0.70s**. Parallel fetch of same 7 feeds: **0.16s** (4.3x speedup). ```python from concurrent.futures import ThreadPoolExecutor import xml.etree.ElementTree as ET RSS_FEEDS = [ ("TechCrunch", "https://techcrunch.com/feed/"), ("Ars Technica", "https://feeds.arstechnica.com/arstechnica/index"), ("BBC News", "http://feeds.bbci.co.uk/news/rss.xml"), ("Guardian World", "https://www.theguardian.com/world/rss"), ("Wired", "https://www.wired.com/feed/rss"), ("NPR", "https://feeds.npr.org/1001/rss.xml"), ("Wired", "https://www.wired.com/feed/rss"), ] def fetch_rss(name_url): name, url = name_url xml_data = http_get(url) root = ET.fromstring(xml_data) items = root.findall('.//item') return name, items with ThreadPoolExecutor(max_workers=len(RSS_FEEDS)) as ex: results = list(ex.map(fetch_rss, RSS_FEEDS)) for name, items in results: for item in items[:5]: title = item.find('title').text link = item.find('link').text print(f"[{name}] {title}") ``` ## The Verge requires Atom namespace parsing The Verge's feed is Atom format, not RSS 2.0. The naive `.//item` selector returns 0 items. The `title` element uses `type="html"` attribute but its `.text` still contains the plain string. ```python import xml.etree.ElementTree as ET NS = {'atom': 'http://www.w3.org/2005/Atom'} xml_data = http_get("https://www.theverge.com/rss/index.xml") root = ET.fromstring(xml_data) entries = root.findall('.//atom:entry', NS) # 10 entries for e in entries: title = e.find('atom:title', NS).text link = e.find('atom:link', NS).get('href') print(title, link) ``` Do NOT use `root.findall('.//{http://www.w3.org/2005/Atom}entry')` with a bare namespace — the explicit `NS` dict approach above is cleaner. Do NOT call `.text` on a `find()` result without checking for `None` first (the naive RSS path hit this on The Verge). ## Sites that block http_get entirely **Reuters** returns HTTP 403/Forbidden for all `http_get` calls, even with a real browser `User-Agent` header. Use browser fallback (see below). ``` Reuters: ERROR HTTP Error 401: HTTP Forbidden # with AND without User-Agent ``` Reuters's old RSS feeds (`feeds.reuters.com/reuters/topNews`) resolve to DNS NXDOMAIN — they have been shut down. ## Sites that work fine with http_get + User-Agent NYT, Guardian, HN, CNN all return full HTML via `http_get` without issues. The User-Agent header (`Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36`) is not required for these but doesn't hurt. ```python headers = {"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36"} html = http_get("https://www.nytimes.com", headers=headers) # 1.1MB, works html = http_get("https://news.ycombinator.com") # 34KB, works without UA ``` **HN parsing via regex (no HTML parser needed):** ```python import re html = http_get("https://news.ycombinator.com") stories = re.findall(r'class="titleline">]*>([^<]+)<', html) # Returns list of (url, title) tuples — 30 stories on the front page ``` ## Browser extraction — use when RSS is unavailable ### BBC (`bbc.com/news`) No consent banner in headless browser (US region served; GDPR banner only appears for EU IP). Articles use `article h2` selectors. ```python goto_url("https://www.bbc.com/news") wait_for_load() wait(2) headlines = js(""" Array.from(document.querySelectorAll('article h2')) .map(h => ({ title: h.innerText.trim(), url: h.closest('a')?.href || h.closest('[href]')?.href || h.parentElement.querySelector('a')?.href })) .filter(h => h.title.length > 10) """) # Returns 50+ articles. First one is typically LIVE/breaking. ``` If running from a EU IP and a consent banner appears: ```python accept = js(""" var btns = Array.from(document.querySelectorAll('button')); var btn = btns.find(b => /accept all|agree|continue/i.test(b.innerText)); if (btn) { btn.click(); return 'clicked: ' + btn.innerText; } return 'no banner'; """) ``` Confirmed: `h3` elements on BBC are site-chrome labels ("The BBC is in multiple languages"), NOT article headlines. Use `article h2` only. ### TechCrunch (`techcrunch.com`) `article` and `.post-block` selectors return 0 results — TechCrunch changed their layout. Articles are in `h3` elements. ```python goto_url("https://techcrunch.com") wait_for_load() wait(2) articles = js(""" Array.from(document.querySelectorAll('h3')) .map(h => ({ title: h.innerText?.trim(), url: h.closest('a')?.href || h.querySelector('a')?.href || h.parentElement?.querySelector('a')?.href })) .filter(a => a.title && a.title.length > 20) """) # Returns ~10 articles. RSS is preferred (20 items, no JS required). ``` RSS is almost always faster for TechCrunch: **0.08s vs 3-5s browser** load. Only fall back to browser if you need paywall/subscriber content. ### Reuters (`reuters.com`) `http_get` returns 403. Browser loads but the homepage is heavily JS-rendered with delayed hydration. `h3` selectors only return nav elements after standard `wait_for_load()`. Use `wait(3)` plus scroll: ```python goto_url("https://www.reuters.com") wait_for_load() wait(3) js("window.scrollTo(0, 500)") wait(1) # Category links work for topic nav: links = js(""" Array.from(document.querySelectorAll('a[href*="/world/"], a[href*="/technology/"]')) .filter(a => a.innerText.trim().length > 20) .map(a => ({text: a.innerText.trim(), href: a.href})) """) ``` Reuters headlines are best obtained from the Guardian or AP — Reuters no longer has a public RSS and their JS hydration is slow. ## Decision tree: which approach to use ``` Does the site have an RSS/Atom feed? YES → http_get + XML parse (fastest, ~0.1s per feed) - RSS 2.0: root.findall('.//item') - Atom: root.findall('.//atom:entry', {'atom': 'http://www.w3.org/2005/Atom'}) NO → Does http_get return valid HTML (not 403/401/JS shell)? YES → http_get + regex/BeautifulSoup (fast, ~0.2-0.3s) NO → goto + wait_for_load + wait(2) + js() extraction (slow, 3-8s) ``` ## What to skip - **Reuters RSS** — DNS dead (`feeds.reuters.com` is NXDOMAIN) - **Reuters http_get** — returns 403 regardless of User-Agent - **TechCrunch `article`/`.post-block` selectors** — layout changed, use `h3` instead - **BBC `h3` for headlines** — those are site-chrome labels; use `article h2` - **The Verge `.//item` selector** — feed is Atom, not RSS; use Atom namespace