Manoj Mallick | Sigmap | Gavio
manojmallick.bsky.social
ution Architect & AI Builder. Creator of SigMap (AI code navigation) & Gavio (AI gateway). Building infrastructure for production AI. 645⭐ 55k installs| sigmap.io | manojmallick.github.io/gavio
👤 Joined on 15 June 2026
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- 15 Haz 2026, 19:00
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Connecting AI agents to enterprise knowledge A strong structural foundation that links data and agents is key for context-rich agentic AI that scales www.technologyreview.com/2026/10/05/1...
Show PostRepository Teardown #141 📦 Vue 💡 Strength: Compiler and runtime have clear responsibilities. ⚠ Navigation challenge: Template compilation hides execution paths. 🤖 AI takeaway: Build steps are part of understanding the code. #RepositoryTeardown #Vue #JavaScript #Frontend #SigMap
Show PostContext Engineering in Production #10 An agent may not need a 2,000-line file. It may need: AuthService.login() → TokenService.issue() → SessionStore.save() Symbols preserve structure without dragging every implementation detail into context. #ContextEngineering #AIAgents #SigMap
Show PostContext Engineering in Production #8 Context starts before your prompt. Extensions. MCP servers. Open repos. Tool output. A noisy workspace can make an AI session expensive before question #1. Reduce the environment before optimizing the prompt. #ContextEngineering #MCP #SigMap
Show PostContext Engineering in Production #7 Caching can make repeated context cheaper. It doesn't make bad context useful. 30K cached tokens of noise are still 30K tokens of noise. Cache optimizes reuse. Context engineering optimizes what deserves reuse. #ContextEngineering #LLM #SigMap
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