SShortSingh.
TopTechnologyAI & MLStartupsProgrammingScienceBusinessFinanceCrypto & Web3World
Back to feed
Programming

Developer Launches Personal Series Documenting Life in Software Engineering and Beyond

0
·1 views

A software engineer on DEV Community has kicked off a new ongoing series called 'What are you working on?' to document their thoughts, projects, and personal growth. The author is currently rebuilding the backend of a furniture e-commerce app they originally created using a backend-as-a-service, this time writing it from scratch with NestJS. Alongside that, they are preparing to launch a mobile app at work, attending system design classes, and exploring how to get the most out of AI sub-agents. The series is intended to be candid rather than polished, covering topics ranging from software engineering to rest, relationships, and mindset. The author frames starting the series itself as an act of taking initiative without waiting for the perfect moment or external approval.

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 ·

How one developer runs Claude Code across two cost tiers using a self-hosted proxy

A developer has configured Claude Code to operate across two trust levels — one using a paid Anthropic subscription for high-stakes tasks, and another routed through a self-hosted LiteLLM proxy to cheaper DeepSeek models for exploratory or low-priority work. Because Claude Code only communicates via Anthropic's Messages API, the setup required pointing the ANTHROPIC_BASE_URL environment variable to LiteLLM's Anthropic-compatible endpoint rather than its OpenAI-shaped path. A key obstacle was Claude Code's Plan Mode, which sends an unsupported parameter that causes non-Anthropic backends to return a 400 error; this was resolved by enabling LiteLLM's drop_params option to silently strip unrecognized fields. To prevent accidentally using the cheaper, less reliable session for critical work, the developer gave the two agents visually distinct terminal environments — keeping the premium session plain and wrapping the cheap one in a clearly labelled subshell. The approach relies on a persistent SSH tunnel from a VPS to route proxy traffic consistently across multiple machines.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Why AI Agent Runtimes Need Formal Policy Layers Beyond Prompt-Based Safety Rules

As autonomous AI agents move from research into production environments, their ability to take real-world actions — such as executing code, sending emails, or accessing infrastructure — raises urgent questions about behavioral governance. Current popular frameworks like AutoGen, CrewAI, and LangGraph focus on orchestration but often treat safety as an afterthought, relying on system prompts that can be compressed, ignored, or inconsistently interpreted by different models. This has led to real production failures, including agents deleting critical data, leaking credentials, or running infinite loops that rack up thousands of dollars in API costs. A growing architectural response is the concept of a formal, versioned, machine-readable 'Constitution' — a constraint layer that sits between LLM reasoning and tool execution, enforcing rules that cannot be overridden regardless of context. Using the Ironclaw runtime as a case study, proponents argue that policy-first design, built on tools like Open Policy Agent and layered governance tiers, is becoming essential for deploying autonomous agents safely at scale.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Developer Shares Four launchd Failures Overcome to Auto-Sync AI Skills Weekly

A developer built a weekly macOS launchd job to automatically distribute accumulated Claude Code AI skill files from a global folder into all local git repositories. The problem arose because skills built up in one central directory never reached newly created projects unless copied manually, wasting time and opportunity. The solution, a shell script named autoskills-sync.sh, runs every Sunday at 6:10 AM, scans repositories, and pushes the latest skill files without any human intervention. Getting the unattended job to run reliably required debugging four separate failures in the launchd setup. The developer's goal was to raise the baseline quality of every project environment automatically rather than repeatedly rebuilding it from scratch.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

AI Avatar v17 Adds Catbot Integration, Multi-Avatar Office Mode, and Cat Animations

AI Avatar, a free VS Code and Chrome extension that displays a VRM avatar reacting to AI tools like GitHub Copilot and ChatGPT, has released version 17 with several new features. The update introduces Catbot integration, allowing users to connect a galactic robot-cat AI model switcher directly alongside their avatar. A new AI Office mode displays two avatars simultaneously — a boss and a worker — that interact and animate in sequence during AI usage or idle periods. Cat Mode has also been added, featuring cat-ear avatars, whisker designs built in Blender, cat-styled text, and pose animations intended to provide a calming experience. Additional improvements include expanded contextual speech bubble messages, faster English Kokoro TTS via a local server, and better README navigation links.

0 comments Read more at DEV Community
Developer Launches Personal Series Documenting Life in Software Engineering and Beyond · ShortSingh