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Day 5 reality check: Prompt engineering for log parsing is HARD.
First attempt = generic summaries. Second attempt = actual insights.
Learning: Context windows matter. A lot.
Day 5/50. #buildathon#buildinpublic@dreamflow
Day 5 reality check: Prompt engineering for log parsing is HARD.
First attempt = generic summaries. Second attempt = actual insights.
Learning: Context windows matter. A lot.
Day 5/50. #buildathon#buildinpublic@dreamflow
Day 4: Alert parser is live! 🎉
Fed it a cryptic Kubernetes error. Got back: "Pod crashed due to memory limit. Check deployment config."
This is working. Day 4/50. #buildathon#buildinpublic@dreamflow
Spent 3 hours debugging last night's outage. 2.5 hours = reading logs. 30 min = actual fix.
This is why ShiftSync exists. AI that reads the logs FOR you.
Day 2/50. #buildathon#buildinpublic@dreamflow
Ever get paged at 2 AM with zero clue what broke?
Building ShiftSync to fix that. AI for on-call incidents. 50 days to ship.
Day 1/50. #buildathon#buildinpublic@dreamflow
Building ShiftSync: AI co-pilot for on-call incidents. Translates cryptic alerts → plain English → fixes.
50 days. Shipping publicly. #buildinpublic@dreamflow
Matt Garman's conversation with WIRED covers a lot of ground — from Nova Forge and Frontier Agents to AI's impact on work and what real ROI looks like for enterprise customers. 45 minutes well spent: bit.ly/4qeR09B
VentureBeat shares AWS announcement on frontier agents: Kiro for autonomous coding, AWS security agent for embedded security expertise, and AWS DevOps agent for proactive incident response, and new capabilities in Amazon Bedrock AgentCore. bit.ly/4aWvaU3
Matt Garman's conversation with WIRED covers a lot of ground — from Nova Forge and Frontier Agents to AI's impact on work and what real ROI looks like for enterprise customers. 45 minutes well spent: bit.ly/4qeR09B
AI agents are getting easier to build and host. With agentic frameworks and cloud-based hosting environments, you can deploy an agent to the cloud in an afternoon. Great read from Morgan Willis. bit.ly/4jmA1QR