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Neeraj Singhi

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Goroutine Ownership and Cancellation Contracts: Preventing Leaks in Long-Running Go Services

Goroutine Ownership and Cancellation Contracts: Preventing Leaks in Long-Running Go Services

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6 min read
Go GC Write Barriers Under Concurrent Mutation: Tricolor Invariants, STW Phases, and the Allocation Pressure Tradeoff

Go GC Write Barriers Under Concurrent Mutation: Tricolor Invariants, STW Phases, and the Allocation Pressure Tradeoff

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6 min read
cgo Is a Deployment Contract: Shared Libraries, Binary Portability, and the Hidden Operational Debt

cgo Is a Deployment Contract: Shared Libraries, Binary Portability, and the Hidden Operational Debt

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6 min read
WebAssembly Component Model in Go Backends: Sandboxed Plugin Execution, Host ABI Design, and the Isolation Tradeoff

WebAssembly Component Model in Go Backends: Sandboxed Plugin Execution, Host ABI Design, and the Isolation Tradeoff

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7 min read
SQS Backpressure Against ECS: Queue Depth Scaling, Visibility Timeout Mechanics, and the Overload Boundary

SQS Backpressure Against ECS: Queue Depth Scaling, Visibility Timeout Mechanics, and the Overload Boundary

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6 min read
Cardinality Budgets in Prometheus: Label Design, Series Explosion, and the Scrape Latency Death Spiral

Cardinality Budgets in Prometheus: Label Design, Series Explosion, and the Scrape Latency Death Spiral

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6 min read
JWT Claim Validation at the Edge: Scope Inflation, Audience Misrouting, and the RBAC Boundary Problem

JWT Claim Validation at the Edge: Scope Inflation, Audience Misrouting, and the RBAC Boundary Problem

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6 min read
Interface Pollution in Go Microservices: When Abstraction Becomes a Liability

Interface Pollution in Go Microservices: When Abstraction Becomes a Liability

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6 min read
Outbox Pattern Internals: Ordering Guarantees, Relay Mechanics, and the Failure Modes Nobody Documents

Outbox Pattern Internals: Ordering Guarantees, Relay Mechanics, and the Failure Modes Nobody Documents

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6 min read
Redis Pipeline Contention Under Write Amplification: Batching Strategy, HOL Blocking, and the Flush Timing Problem

Redis Pipeline Contention Under Write Amplification: Batching Strategy, HOL Blocking, and the Flush Timing Problem

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5 min read
MongoDB Partial Indexes: Surgical Query Planning for High-Cardinality Sparse Fields

MongoDB Partial Indexes: Surgical Query Planning for High-Cardinality Sparse Fields

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6 min read
net/http Transport Internals: Connection Pool Mechanics, Dial Contention, and Tuning for Microservice Workloads

net/http Transport Internals: Connection Pool Mechanics, Dial Contention, and Tuning for Microservice Workloads

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6 min read
Interface Pollution and Package Boundaries in Go Microservices: Designing for Seam Clarity

Interface Pollution and Package Boundaries in Go Microservices: Designing for Seam Clarity

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5 min read
Escape Analysis Boundaries in Go: What the Compiler Decides and What It Costs You

Escape Analysis Boundaries in Go: What the Compiler Decides and What It Costs You

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6 min read
Usage Metering in Go SDKs: Cryptographic Receipts, Tamper-Evident Counters, and the Offline Grace Problem

Usage Metering in Go SDKs: Cryptographic Receipts, Tamper-Evident Counters, and the Offline Grace Problem

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6 min read
eBPF-Powered Request Tracing in Go Microservices Without Instrumentation Tax

eBPF-Powered Request Tracing in Go Microservices Without Instrumentation Tax

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6 min read
Artifact Immutability as a Release Safety Primitive: Go Binary Signing, Digest Pinning, and the Promotion Pipeline

Artifact Immutability as a Release Safety Primitive: Go Binary Signing, Digest Pinning, and the Promotion Pipeline

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6 min read
Cold Start Arithmetic: Why Your Lambda-Backed Go Service Is Slower Than You Measured

Cold Start Arithmetic: Why Your Lambda-Backed Go Service Is Slower Than You Measured

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6 min read
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