A developer built agentwatch, a local HTTP proxy in Rust that tracks token usage and costs for AI coding agents like Claude Code, Codex, and Gemini CLI. The tool runs as a single binary, stores data i…
Nylas engineer demonstrates how to build an immutable audit trail for AI agent email activity, emphasizing that the live mailbox is not a defensible record. The design uses a separate write-once-read-…
Nylas engineer shows how to build an escalation path for AI email agents that need to hand off threads to humans. The approach uses a custom 'Needs human' folder and a separate pause flag in the devel…
Nylas developer advocate builds an approval queue for AI email agents using the Nylas Drafts API, ensuring that no email is sent without human review. The system stages agent-generated messages as dra…
InfoQ detailed DoorDash's 'Ask DoorDash' AI shopping assistant, which integrates a large language model with a retrieval-augmented generation system and intent classification pipeline to handle nuance…
Eduard Gutarin, founder of AskBar, introduced the Librarian Pattern, a website design that replaces traditional navigation with a conversational interface that asks users what they need and assembles …
Perplexity AI has open-sourced Bumblebee, a read-only endpoint scanner that audits local developer configurations without executing untrusted code. The tool inventories package managers, IDE extension…
A developer compiled 14 articles on browser testing that address modern challenges like layout shifts, CSS view transitions, AI-generated interfaces, and the limitations of green CI signals. The artic…
A developer describes how a mesh of peer AI workspaces catches failures that any single agent misses. By having multiple agents with different priors and working histories coordinate across a shared g…
A developer outlines a structured workflow for AI image generation that treats prompts as reusable specifications rather than one-off sentences. The approach uses prompt contracts, reference images wi…
A coding bootcamp graduate discovered that open-source AI models like Qwen3 and DeepSeek offer comparable quality to GPT-4o at a fraction of the cost, with some models priced as low as $0.01 per milli…
Most teams write their first MCP server in an afternoon and then lose a week to the second one, according to a developer. The first server is easy because the developer is the only user, but scaling i…
A developer built a Python + YAML topology checker for LLM workflows that validates the graph structure before runtime, catching dead ends, nonexistent transitions, and illegal loops. The open-source …
Tessen.ai, a strategy-grading engine, tested 13 widely taught trading strategies on six years of crypto data across 10+ major pairs using strict out-of-sample validation and real costs. All 13 failed …
A developer built the Dev Opportunity Radar website using Google AI Studio to make grants, fellowships, hackathons, and other opportunities easier to browse and search. The site complements the weekly…
A developer argues that the main bottleneck in AI coding has shifted from code generation to repository execution trust. The developer states that agents need repositories to expose trustworthy execut…
The AI Now Institute published a proof-of-concept attack called Friendly Fire that achieves an 85% hit rate against AI coding agents. Researchers Boyan Milanov and Heidy Khlaaf planted a malicious scr…
A developer built RateForge, a free freelance rate calculator that generates AI-powered, shareable client reports, in a single weekend. The tool uses an LLM API to turn calculator inputs into professi…
A developer details how to properly deploy Claude Code on AWS Bedrock, covering IAM policies, SCPs, and a governance model that most enterprise teams get wrong. The guide highlights common pitfalls li…
An Android developer explains how to implement always-on audio AI using a Digital Signal Processor (DSP) to avoid battery drain and overheating. The post details the hardware paradox where CPUs are to…