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Deterministic AI With OpenSymbolicAI
An agentic solution that follows the PlanAndExecute approach can leverage the power of LLMs while executing deterministic code to provide reliable results.
March 6, 2026
by Karthik Viswanathan
· 2,318 Views
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42% of AI Projects Collapse in 2025 — The Battle-Tested Framework Wall Street Uses
Adopt the Three Lines of Defence (3LoD) framework: a banking-proven risk management system with three oversight layers. Result: 22% faster AI deployment + fewer failures.
March 5, 2026
by Nidhi Sharma
· 1,385 Views · 3 Likes
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Consensus in Distributed Systems: Understanding the Raft Algorithm
Raft consensus simplifies reliability in distributed systems; essential for software engineers and architects making fault‑tolerant design decisions.
March 5, 2026
by Ammar Husain DZone Core CORE
· 1,848 Views · 1 Like
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Why “End-to-End” AI Will Always Need Deterministic Guardrails
End-to-end AI is probabilistic and prone to hallucinating unsafe physical actions. True safety requires wrapping these models in deterministic guardrails.
March 5, 2026
by Nishant Bhanot
· 1,495 Views · 2 Likes
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From Rational Agents to LLM Agents
Learn how AI agents act rationally with AIMA’s theory and AIA’s practical architecture, balancing autonomy, feedback, and reliable decision-making.
March 5, 2026
by Trần Ngọc Minh
· 942 Views · 1 Like
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Clean Code in the Age of Copilot: Why Semantics Matter More Than Ever
Your codebase is essentially a prompt: messy abstractions and "God Classes" pollute the context window, causing AI models to hallucinate or generate bugs.
March 5, 2026
by Nikita Kothari
· 1,729 Views · 3 Likes
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Token-Efficient APIs for the Agentic Era
TOON and TRON reduce token consumption by removing JSON's repetitive keys and delimiters, with TOON for tabular data and TRON for schema-stable agent flows.
March 4, 2026
by Vineet Bhatkoti
· 2,185 Views · 1 Like
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Building a Java 17-Compatible TLD Generator for Legacy JSP Tag Libraries
Solving broken TLD generation in Java upgrades: an annotation-based, build-time approach that keeps JSP tags working and compatible with Java 17.
March 4, 2026
by Sravan Reddy Kathi
· 2,108 Views · 1 Like
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Building an Accessibility-First AI Assistant With IBM Granite and RAG
Learn how to build a disability-aware AI assistant using IBM Granite LLM and retrieval-augmented generation with FastAPI backend and adaptive response generation.
March 4, 2026
by Lohitaksha Patary
· 1,878 Views
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Prompt Engineering Is Dead. Long Live DSPy.
Manual prompt engineering is dead; it is brittle, unscalable, and reliant on "magic strings." DSPy replaces this by treating prompts as optimizable parameters.
March 4, 2026
by Nikita Kothari
· 3,710 Views
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Infrastructure as Code Is Not Enough
Learn about why Infrastructure as Code alone can't ensure reliability and how intent, policy, and feedback loops create self-correcting, resilient systems.
March 4, 2026
by Venkatesan Thirumalai
· 2,651 Views
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Implementing Decentralized Data Architecture on Google BigQuery: From Data Mesh to AI Excellence
Traditional centralized data lakes don’t scale for AI. A Data Mesh not only decentralizes data ownership by domain but also enforces federated governance.
March 3, 2026
by Jubin Abhishek Soni DZone Core CORE
· 2,617 Views · 1 Like
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How Power Automate Helps Analysts Send Alert Emails Faster and How AI Builder Takes It to the Next Level
Power Automate automates data-driven alert emails, eliminating manual dashboard checks. With AI Builder, alerts become intelligent and provides proactive decision-making.
March 3, 2026
by Harsh Patel
· 2,342 Views
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Comparing Top 3 Java Reporting Tools
Reporting and document generation are essential for applications in business. Here’s a compact, hands-on overview of three reputable tools for Java.
March 3, 2026
by Sergei Iudaev
· 2,396 Views · 5 Likes
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AWS Step Functions + AI: Smarter Orchestration in Modern Applications
Learn to combine AWS Step Functions with Generative AI for scalable orchestration, featuring architecture patterns and code examples
March 2, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,553 Views
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Idempotency in AI Tools: The Most Expensive Thing Teams Forget
An analysis of how retries cause duplicate inference in AI tools and how idempotency keeps production systems predictable and cost-controlled.
March 2, 2026
by Aditya Gupta
· 1,839 Views · 1 Like
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5 Security Considerations for Deploying AI on Edge Devices
When securing AI on edge devices, consider data protection in transit and at rest, secure OTA updates, identity and access management, and more.
March 2, 2026
by Zac Amos
· 1,349 Views
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Agentic AI: An Architecture Blueprint for Intelligent Clients
Agentic AI turns Android apps into intelligent clients that understand user goals, plan multi-step tasks, and call tools safely.
March 2, 2026
by Mohan Sankaran
· 1,102 Views · 2 Likes
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Code Rewriting With AI and TDD
Exploring the use of TDD and AI to rewrite projects with architectural debt, and how TDD in these cases can be a guardrail against hallucinations.
March 2, 2026
by Baubak Gandomi
· 2,068 Views
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Mastering the AWS Well-Architected AI Stack: A Deep Dive into ML, GenAI, and Sustainability Lenses
Use AWS’s ML, GenAI, and Sustainability lenses together to build AI systems that are production-ready, governed, cost-efficient, and energy-efficient.
February 27, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,627 Views · 1 Like
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