Karan Sahu's avatar

Karan Sahu (cgkaransahu)

8+ years building production AI systems and agentic workflows, quantitative automation, and Focused on LLM/RAG, technical architecture.

FlagExit
FlagExit

Retire a completed feature flag with a reviewable diff and evidence for the behavior you intend to keep.

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FlakeTrail
FlakeTrail

Turn an order-dependent test failure into a smaller reproducer and check a repair that preserves every assertion.

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ShiftFair
ShiftFair

A constraint-aware volunteer shift planner that balances individual workload, protects locked assignments, and makes scheduling trade-offs transparent without leaving required shifts uncovered.

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SurfaceLedger
SurfaceLedger

Know what your camera actually captured. SurfaceLedger uses OpenCV 5 to detect missing coverage, weak image detail, and areas needing recapture—without inventing pixels.

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CableMap
CableMap

CableMap is an interactive cable-planning tool that helps learners connect devices visually, check port compatibility, detect connection conflicts, and generate printable patch lists.

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ClueKeeper
ClueKeeper

An interactive museum mystery where every clue has a traceable source. Explore, question characters, and solve the case in a persistent Alexa+ web simulation powered by real MCP tools.

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RoomReady
RoomReady

Know what's ready before you go live. RoomReady checks your microphone, audibility, and app connection, turning real measurements and user confirmations into an evidence-backed soundcheck receipt.

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HoldThat
HoldThat

HoldThat helps you resume interrupted tasks without guessing what’s done. Track confirmed progress, preserve unfinished steps, and pick up exactly where you left off.

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ClauseRunner
ClauseRunner

An autonomous Strands agent that turns signed vendor contracts into monitored obligations, executes routine follow-through, and surfaces only the approvals humans actually need.

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Storyworld Live
Storyworld Live

A persistent interactive storyworld where every choice changes character memories, faction relationships, future routes, and the ending.

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Greenlight AI
Greenlight AI

Evidence-backed studio decision intelligence that uses Gemini and live Parallel Search to turn film concepts into auditable GREENLIGHT, REWORK, or PASS decisions.

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