Technical AI articles, research write-ups, benchmarks and deep dives curated by ChAIcked.
Developer built agentproto, a daemon that consolidates multiple AI coding agent CLIs (Claude Code, Codex, Hermes, opencode, Mastra) into a single interface with unified lifecycle management and supervision capabilities.
Blog · Developer Tools · AI Agents · CLI · Code Generation · — Open article
Article explores why AI agents tend to over-engineer simple requests and presents three specific prompt strategies to constrain agent behavior toward appropriate solution complexity.
Blog · Prompt Engineering · AI Agents · Best Practices · — Open article
A tutorial demystifying AI fundamentals for engineers, covering why AI literacy is essential for modern software development and providing hands-on guidance to get started without hype.
Blog · Learning Resources · AI Fundamentals · Development · — Open article
A developer reflects on how debugging—reading code and stack traces—dominates professional programming work, yet receives little attention in training. Mastering diagnosis and troubleshooting matters far more than typing speed.
Blog · Development · Best Practices · — Open article
Autonomous agents are now deployed to trade and manage real funds across multiple blockchains. The critical challenge shifts from performance to verifying agent permissions and enforcement of operational boundaries.
Blog · Autonomous Agents · Blockchain · AI Safety · DeFi · — Open article
A reflection on software engineering best practices, emphasizing that readable variable names, clear logging, and comprehensive documentation are essential for team collaboration and code maintenance.
Blog · Development · Best Practices · — Open article
Analysis of YC 2026 startups reveals insurance represents 5.2% of companies, suggesting significant untapped potential for AI agents in the sector despite less attention than coding or legal applications.
Blog · AI Agents · Startups · Fintech · — Open article
YC 2026 data shows 366 of 477 startups are based in San Francisco, far exceeding other major tech hubs and suggesting geographic concentration remains high despite remote work options.
Blog · Startups · Business Operations · Geography · — Open article
As AI systems handle routine problem-solving, the competitive advantage shifts toward critical thinking and formulating effective questions, fundamentally changing how skills are valued in education and work.
Blog · AI Impact · Education · Skills · — Open article
Development of a disagreement-focused AI agent exposed a fundamental challenge: language models are trained to be helpful and agreeable, making it difficult to generate genuine critical feedback or opposing viewpoints.
Blog · AI Agents · Model Behavior · Development · — Open article
A developer reflects on insights gained while removing 200 lines of code written by others, contrasting the learning value of deletion against the time spent generating new code.
Blog · Development · Code Quality · — Open article
A guide to applying Clean Architecture patterns in ASP.NET Core to manage growing application complexity through layered separation of concerns. Reduces coupling between modules and improves maintainability.
Blog · Development · Software Architecture · Backend · — Open article
Guide to streamlining VS Code and Cursor with lightweight extensions that reduce visual clutter and notifications. Focuses on improving focus by disabling unnecessary UI elements and warnings.
Blog · Development Tools · Editor Configuration · — Open article
AI tools are lowering the cost and risk of rewriting legacy systems, changing the financial calculus for software modernization projects. This shift may accelerate adoption of modern architectures across enterprises.
Blog · Development · Business Operations · AI Economics · — Open article
A developer shares revert_guard.py, an offline pre-commit tool that blocks code changes matching previously reverted patterns, preventing AI agents from re-proposing decisions the team has already rejected.
Blog · Tools · AI Agents · Development · — Open article
An analyst examines OpenAI's simultaneous release of three GPT-5.6 variants across the performance-price spectrum, questioning what strategic questions remain unanswered beyond the initial benchmark excitement.
Blog · Models · Strategy · Opinion · — Open article
Guidance on using Modern Web Guidance to improve AI-generated HTML, CSS, and JavaScript quality by enforcing modern web standards. The approach moves beyond prompt engineering to provide structured direction for code generation.
Blog · Prompt Engineering · Development · Tools · — Open article
A developer created Ghost Vessel, an avatar-based interface for a local LLM agent running on their machine, replacing traditional chat windows with a video-call-style visual interaction model.
Blog · Tools · Agents · User Interface · — Open article
IsItCrashing.com is a new tool that detects broken pages and HTTP errors before users encounter them. It provides automated monitoring reports to help developers deploy with confidence.
Blog · DevOps · Monitoring · Tools · — Open article
An explanation of how JWT tokens work for stateless authentication, clarifying that the header and payload are base64-encoded but not encrypted, while the signature provides cryptographic verification.
Blog · Security · Authentication · APIs · — Open article