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Akhil Madineni

DZone Core CORE

Senior Software developer at Oracle

US

Joined Feb 2026

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Reputation: 464
Pageviews: 14.8K
Articles: 8
Comments: 0
  • Articles

Articles

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Orchestrating Small Language Models Without Losing Events or Context
Temporal and Kafka orchestrate small language models reliably through durable workflows, ordered events, idempotency, retries, replay, and context preservation.
August 13, 2026
· 1,250 Views · 2 Likes
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Why LLM Pipelines Fail in Production and How Temporal and Kafka Fix Them
LLM pipelines fail from retries, failures, and long-running workflows; Kafka provides reliable event streaming, while Temporal ensures durable, fault-tolerant execution.
August 5, 2026
· 2,448 Views · 1 Like
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Building Reliable Async Processing Pipelines Using Temporal
Temporal replaces complex retry, recovery, and queue-handling logic with durable workflows that automatically recover from failures and resume execution reliably.
July 13, 2026
· 2,104 Views · 2 Likes
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A Low-Latency Routing Pattern for Multiple Small Language Models
A low-latency multi-SLM architecture uses a lightweight router to direct requests to the most suitable language model, ensuring fast responses with minimal overhead.
June 30, 2026
· 1,465 Views · 1 Like
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A Practical Guide to Temporal Workflow Design Patterns
Learn Temporal workflow design patterns for reliable distributed systems using durable execution, sagas, polling, fan-out/fan-in, signals, and versioning.
June 18, 2026
· 2,304 Views · 2 Likes
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Orchestrating Zero-Downtime Deployments With Temporal
Temporal provides the durable control plane for safe zero-downtime deployments across canaries, approvals, retries, and rollbacks.
June 10, 2026
· 1,395 Views · 1 Like
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Combining Temporal and Kafka for Resilient Distributed Systems
Kafka handles durable event streaming while Temporal manages long-running workflow state, retries, and recovery to build resilient distributed systems.
June 9, 2026
· 2,208 Views · 2 Likes
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Multi-Scale Feature Learning in CNN and U-Net Architectures
Multi-scale feature learning helps CNNs and U-Net models combine global context with fine details, improving accuracy in tasks like image segmentation.
June 3, 2026
· 1,610 Views · 1 Like

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