Resumen
Developers waste 30+ minutos diario busqueda for soluciones, checking docs, y monitoreo dependency actualiza a traves de multiples tabs. Este flujo de trabajo connects to Scavio's MCP servidor y automatiza el diario pre-coding routine: search for soluciones to yesterday's blockers, verificar for dependency actualiza, y surface relevante documentacion cambios.
Desencadenador
Diario at 8 AM, antes de el desarrollador inicia coding.
Programación
Diario
Pasos del flujo de trabajo
Cargar Blocker List
Leer yesterday's unresolved problemas de el team's problema tracker o un local blockers file.
Search for Soluciones
For cada blocker, search Google y Reddit via MCP for reciente soluciones, workarounds, y related discussions.
Verificar Dependency Actualiza
Search for cada critico dependency to encontrar version announcements, breaking cambios, o seguridad advisories.
Compile Morning Brief
Format findings en un concise desarrollador brief con solucion enlaces, actualizacion alertas, y relevante docs.
Implementacion en Python
import requests, os, json
API_KEY = os.environ["SCAVIO_API_KEY"]
H = {"x-api-key": API_KEY, "Content-Type": "application/json"}
def search_solution(problem: str) -> list:
"""Search for solutions to a developer blocker."""
resp = requests.post(
"https://api.scavio.dev/api/v1/search",
headers=H,
json={"query": f"{problem} solution 2026", "country_code": "us"},
timeout=10,
)
return [{"title": r.get("title", ""), "url": r.get("link", ""), "snippet": r.get("snippet", "")}
for r in resp.json().get("organic_results", [])[:3]]
def check_dependency(package: str) -> dict:
resp = requests.post(
"https://api.scavio.dev/api/v1/search",
headers=H,
json={"query": f"{package} latest version changelog 2026", "country_code": "us"},
timeout=10,
)
results = resp.json().get("organic_results", [])[:2]
return {"package": package, "updates": [{"title": r.get("title", ""), "url": r.get("link", "")} for r in results]}
def morning_brief(blockers: list, deps: list) -> str:
lines = ["=== Developer Morning Brief ===\n"]
for b in blockers:
solutions = search_solution(b)
lines.append(f"Blocker: {b}")
for s in solutions:
lines.append(f" - {s['title']}: {s['url']}")
lines.append("")
for d in deps:
updates = check_dependency(d)
if updates["updates"]:
lines.append(f"Dependency: {d}")
for u in updates["updates"]:
lines.append(f" - {u['title']}: {u['url']}")
return "\n".join(lines)
brief = morning_brief(
["nextjs hydration error in production", "postgres connection pool exhaustion"],
["next.js", "prisma"]
)
print(brief)Implementacion en JavaScript
const H = {'x-api-key': process.env.SCAVIO_API_KEY, 'Content-Type': 'application/json'};
async function searchSolution(problem) {
const r = await fetch('https://api.scavio.dev/api/v1/search', {method:'POST', headers:H, body:JSON.stringify({query:problem+' solution 2026', country_code:'us'})});
return ((await r.json()).organic_results||[]).slice(0,3).map(r=>({title:r.title, url:r.link, snippet:r.snippet}));
}
async function checkDependency(pkg) {
const r = await fetch('https://api.scavio.dev/api/v1/search', {method:'POST', headers:H, body:JSON.stringify({query:pkg+' latest version changelog 2026', country_code:'us'})});
return {package:pkg, updates:((await r.json()).organic_results||[]).slice(0,2).map(r=>({title:r.title, url:r.link}))};
}
async function morningBrief(blockers, deps) {
const lines = ['=== Developer Morning Brief ===\n'];
for (const b of blockers) {
const solutions = await searchSolution(b);
lines.push('Blocker: '+b);
for (const s of solutions) lines.push(' - '+s.title+': '+s.url);
lines.push('');
}
for (const d of deps) {
const updates = await checkDependency(d);
if (updates.updates.length) { lines.push('Dependency: '+d); for (const u of updates.updates) lines.push(' - '+u.title+': '+u.url); }
}
return lines.join('\n');
}
const brief = await morningBrief(['nextjs hydration error in production'], ['next.js', 'prisma']);
console.log(brief);Plataformas utilizadas
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