SShortSingh.
Back to feed

Developer launches Ironic, an application architecture framework built on top of Axum for Rust

0
·1 views

A software developer has publicly released Ironic, a Rust framework designed to solve application architecture challenges rather than HTTP routing. The creator observed that backend teams repeatedly rebuild the same infrastructure — including configuration, authentication, validation, and background jobs — across projects, diverting effort from business logic. Ironic sits above Axum, treating it as a networking layer while handling higher-level concerns like dependency organization, module structure, and team conventions. Unlike NestJS, which inspired its developer experience, Ironic avoids runtime reflection and dynamic containers, relying instead on Rust's native capabilities. The project was born from the author's professional experience watching mature backends converge on similar structures regardless of how they started.

Read the full story at DEV Community

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

Log in to join the discussion and vote.

Log in

Related stories

0
ProgrammingDEV Community ·

Developer finds AI safety harness was enforcing its own rules, bypassing actual checks

A software developer building an AI agent harness designed to prevent unchecked or irreversible actions discovered a critical flaw during a rebuild on the open-source pi runtime. When asked to commit code without an approval phrase, the AI model refused on its own — not because the gate mechanism blocked it, but because it had read the rule in its conversation context. This meant the gate was never actually invoked, yet the system appeared to be working correctly, nearly leading to a false verification. The root cause was that the gate announced itself via a method that fed into the model's context, allowing the AI to simulate enforcement and render the gate unverifiable. The developer fixed this by moving gate announcements outside the model's context and adding direct synthetic-event tests that verify gate behavior with no model involvement.

0
ProgrammingDEV Community ·

How Zero-Trust Architecture Can Enforce Data Sovereignty in AI Agent Tool Calls

Agentic AI systems that use tool-calling loops create new data egress paths with each external call, complicating regulatory compliance across jurisdictions. The Model Context Protocol (MCP), now widely used for agent-tool interoperability, is location-agnostic by design, making it a governance challenge for multi-region deployments. Organizations subject to regulations like GDPR, India's DPDP Act, or HIPAA cannot rely on prompt-level instructions to restrict data movement, as these are not enforceable security boundaries. A proposed approach on Google Cloud involves routing MCP tool calls through an inline reverse proxy on Cloud Run that evaluates agent identity, target server region, and payload sensitivity before allowing execution. This zero-trust model ensures that decisions about which tools an agent can call, with what data, and from which region are enforced at the infrastructure level rather than left to the AI model itself.

0
ProgrammingDEV Community ·

How GitOps Breaks Down at 200 Repos and 40 Teams — and How to Fix It

GitOps works elegantly at small scale, but organizations that grow to hundreds of repositories and dozens of teams often find the model under serious strain. Common failure points include overloaded reconciliation controllers, accidental cross-team namespace deployments, and manual hotfixes that silently get reverted on the next deploy. The core issue is that GitOps is a distributed system with real capacity limits, and default single-instance setups for tools like ArgoCD or Flux buckle under heavy load. Fixes include sharding the application controller across replicas, replacing polling with webhook-driven syncs, and raising reconciliation intervals for stable workloads. Engineers warn that slow or silent sync failures erode trust in Git as the source of truth — the foundational assumption the entire GitOps model depends on.

0
ProgrammingDEV Community ·

MyZubster Launches Monero-Powered Platform to Tokenize Singapore Real Estate

A developer has published an open-source ecosystem called MyZubster Gateway paired with Tokenization Singapore, aiming to let investors buy fractional stakes in Singapore real estate starting at 1,000 SGD per token. The platform has issued two ERC-20 tokens — Marina Bay Tower (MBFT) and Singapore Real Estate (SRET) — with a combined supply of 18,000 tokens. So far, 2,470 tokens have been sold across 12 investors, raising approximately 2.47 million SGD. The system uses Monero for payments, citing privacy, low fees, and global accessibility as key advantages over traditional payment rails. Smart contracts deployed on the Ethereum Sepolia testnet enforce accredited-investor whitelisting, fixed token pricing, and automated rental income distribution.

Developer launches Ironic, an application architecture framework built on top of Axum for Rust · ShortSingh