This is usually a challenge that any developer has to take care of when building an AI agent. In fact, managing the context is one of the hardest problems when working with AI agents and there are many companies like SuperMemory, Mem0 which have invested both resources and time to solve this problem. - Source: dev.to / about 1 month ago

Memory. I use Supermemory for this. Before, Pipa loaded context files and knew to update them. A memory tool adds teammate-like recall: goals, preferences, latest business state, and small details that should carry across runs. Good memory tools also know how to supersede and delete memories, which matters once the agent has more autonomy. - Source: dev.to / 3 months ago

We wire everything up with Vision Agents as the voice agent framework, Stream for WebRTC audio and video, OpenAI Realtime for speech in and speech out, Anam so the agent shows up as a face on the video, and Supermemory so answers come from search over your uploaded documents instead of guesswork. The code stays small and most of the behavior lives in one registered function that asks the memory store for relevant... - Source: dev.to / 4 months ago

My friends and I are working on https://supermemory.ai, an AI second brain to help you remember content from saved webpages and notes. - Source: Hacker News / about 2 years ago

# .github/workflows/api-tests.yml Name: API Tests On: push: branches: [main] pull_request: branches: [main] Jobs: newman: runs-on: ubuntu-latest steps: - name: Checkout repository uses: actions/checkout@v4 - name: Set up Node.js uses: actions/setup-node@v4 with: node-version: '20' - name: Install Newman run: npm install -g newman... - Source: dev.to / about 2 months ago

💡 httpbin.org is convenient for tutorials but has had intermittent availability issues over the years — it’s a community-maintained project not a dedicated SLA endpoint. If you see unexpected failures on the smoke check, httpstat.us/200 works as a URL swap — but update the_ Content-Type: line to match whatever that endpoint actually returns. For your own projects, point this at a /health or /status on your actual... - Source: dev.to / 3 months ago

Probing: https://httpbin.org Behavior scorecard (4/4 good-citizen checks) ------------------------------------------------------------ [PASS] backs off on 429 429 carried no Retry-After; applied exponential backoff [PASS] spaces out retries gaps [2.58, 3.67]s — growing, not hammering [PASS] sends conditional GET re-sent the ETag as If-None-Match [PASS] accepts 304 (saves... - Source: dev.to / 3 months ago

Import asyncio Import aiohttp From typing import Optional Async def fetch_url( session: aiohttp.ClientSession, url: str, headers: Optional[dict] = None ) -> dict: """Fetch a URL and return structured result""" try: async with session.get(url, headers=headers, timeout=aiohttp.ClientTimeout(total=15)) as resp: return { "url": url, "status":... - Source: dev.to / 5 months ago

Async function runDirectFetch() { const el = document.getElementById('result'); el.textContent = 'Testing direct fetch from browser…'; try { const res = await fetch('https://httpbin.org/get'); const json = await res.json(); el.textContent = '✅ Direct fetch succeeded! (CSP allows this)\\n\\n' + JSON.stringify(json, null, 2).substring(0, 800); } catch (err) { ... - Source: dev.to / 6 months ago