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Radish, Keep Going!
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Radish, Keep Going!

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Radish, Keep Going!
Radish, Keep Going!
Mar 2, 2026 · Artificial Intelligence

Why Do Your AI Agents Forget Over Time? A 3‑Layer Memory Architecture to Keep Them Sharp

This article explains why AI agents lose recall after prolonged use, analyzes three core flaws in current markdown‑based memory designs, reviews recent research, and presents a deterministic, zero‑cost three‑layer architecture—including short‑term, daily, and long‑term storage, a lightweight knowledge graph, and active forgetting mechanisms—to maintain reliable agent memory.

Knowledge GraphLLMOpenClaw
0 likes · 16 min read
Why Do Your AI Agents Forget Over Time? A 3‑Layer Memory Architecture to Keep Them Sharp
Radish, Keep Going!
Radish, Keep Going!
Feb 27, 2026 · Artificial Intelligence

How Claude Code’s AI Recommendations Are Reshaping Developer Tool Choices

An analysis of 2,430 Claude Code responses reveals the AI assistant overwhelmingly favors a handful of tools—Vercel, Stripe, shadcn/ui, GitHub Actions—while ignoring widely used alternatives, exposing how AI-driven recommendations can act as covert advertising that reshapes developer ecosystems.

AI RecommendationsClaudeTool Adoption
0 likes · 9 min read
How Claude Code’s AI Recommendations Are Reshaping Developer Tool Choices
Radish, Keep Going!
Radish, Keep Going!
Feb 12, 2026 · Backend Development

Why Go’s JSON v2 Is a Game-Changer and When It Will Arrive

The article examines Go 1.26’s release, the missing encoding/json/v2 package, its architectural split, new struct tags, performance gains, critical memory‑allocation issues, the four blockers delaying stable adoption, and the projected timeline for JSON v2 to become the default in Go 1.27.

Goencoding/jsongo1.26
0 likes · 15 min read
Why Go’s JSON v2 Is a Game-Changer and When It Will Arrive
Radish, Keep Going!
Radish, Keep Going!
Jan 30, 2026 · Big Data

How Uber Scaled Data Replication to Petabytes Daily with Distcp Optimizations

Uber tackled the challenge of replicating over 350 PB of data across on‑premise and cloud lakes by redesigning Hadoop Distcp, moving intensive tasks to the Application Master, parallelising copy‑listing and commit phases, and leveraging Uber‑mapper jobs to dramatically cut latency and improve resource efficiency.

DistcpHadoopHiveSync
0 likes · 17 min read
How Uber Scaled Data Replication to Petabytes Daily with Distcp Optimizations
Radish, Keep Going!
Radish, Keep Going!
Jan 23, 2026 · Databases

How OpenAI Really Scaled PostgreSQL for Hundreds of Millions of Users

The article debunks OpenAI's sensational claim of handling 800 million ChatGPT users with a single PostgreSQL instance, revealing a pragmatic hybrid architecture that combines many read replicas, Azure CosmosDB for write‑heavy workloads, and top‑tier hardware, while highlighting cost and complexity considerations.

Azure CosmosDBDatabase ArchitecturePostgreSQL
0 likes · 6 min read
How OpenAI Really Scaled PostgreSQL for Hundreds of Millions of Users
Radish, Keep Going!
Radish, Keep Going!
Jan 22, 2026 · Backend Development

Why You Should Hate ‘else’ in Go: Dave Cheney’s Surprising Coding Rules

The article distills Dave Cheney’s provocative Go coding guidelines—abandoning else, using anonymous structs, simplifying conditionals, and isolating main logic—showing how these counter‑intuitive habits reduce cognitive load, improve testability, and lead to clearer, more maintainable backend code.

Best PracticesCode QualityGo
0 likes · 9 min read
Why You Should Hate ‘else’ in Go: Dave Cheney’s Surprising Coding Rules