A developer built a Contentful connector for Cognee that imports published content into the AI memory system and keeps it synchronized, including handling deletions that timestamp-based syncing misses…
At the WeMakeDevs × AWS Bharat Builds Tour First Commit Build Day at Polaris School of Technology, a team built Cognis, an autonomous behavioral verification engine that detects contract drift between…
A developer built Sentinel, a prompt regression gate for CI, during the Agent Harness Hackathon. Sentinel runs an eval suite against both versions of a changed prompt, accounts for run-to-run noise, a…
A developer built TreasuryForge, an autonomous treasury management agent for the WeMakeDevs × TrueFoundry Agent Harness Hackathon, using TrueForge's agent harness. The agent manages a simulated portfo…
A developer built Undox, a TrueForge agent that automates data-broker opt-outs with approval-gated submissions, for the WeMakeDevs × TrueFoundry × Qodo agent-harness hackathon. The system uses a custo…
An engineer built Mayday, an AI incident responder that enforces human approval for state-changing actions at the tool layer, making unsafe actions structurally impossible until a human approves. The …
A developer built LeadPilot, an AI lead-automation CRM that scores and qualifies leads instantly using Claude Haiku, and deployed it across five services on Zerops in 48 hours. The system queues leads…
AgentATC is a multi-agent workflow that records every hand-off between agents as a first-class OpenTelemetry span, making coordination failures visible. The system exposes metrics like hand-off reject…
A developer built DevGuard AI, a self-observing multi-agent security pipeline for the SigNoz 'Agents of SigNoz' hackathon. The pipeline autonomously detects vulnerabilities, patches them, and adversar…
An engineer from the Agent K project reports that their incident-response agent correctly diagnosed root causes in only 5 out of 12 seeded production incidents, yet it never executed a bad rollback. T…
A developer team built DevSwarm, an AI agent swarm that turns prompts into full-stack apps using open-weight models, and instrumented it with SigNoz for observability. The telemetry revealed that thei…
A developer building an AI-powered platform for rare disease diagnosis used SigNoz to add observability to a LangGraph-based multi-agent system. The system, which includes twelve components like an Or…
A solo developer built Mnemo AI, a Life Intelligence Platform that creates a permanent knowledge graph of a user's life journey, in seven days using Flask, Cognee V1, and Groq LLM. The platform featur…
A developer built "Life Risk Radar," a personal Coral agent that answers plain-English questions about inbox, calendar, and financial data by executing real cross-source SQL joins. The agent, created …