Overview
Developers waste 30+ minutes daily searching for solutions, checking docs, and monitoring dependency updates across multiple tabs. This workflow connects to Scavio's MCP server and automates the daily pre-coding routine: search for solutions to yesterday's blockers, check for dependency updates, and surface relevant documentation changes.
Trigger
Daily at 8 AM, before the developer starts coding.
Schedule
Daily
Workflow Steps
Load Blocker List
Read yesterday's unresolved issues from the team's issue tracker or a local blockers file.
Search for Solutions
For each blocker, search Google and Reddit via MCP for recent solutions, workarounds, and related discussions.
Check Dependency Updates
Search for each critical dependency to find version announcements, breaking changes, or security advisories.
Compile Morning Brief
Format findings into a concise developer brief with solution links, update alerts, and relevant docs.
Python Implementation
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)JavaScript Implementation
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);Platforms Used
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit