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115 postsSyncing Bank Transactions with Open Banking APIs in Production
A production-focused guide to PSD2 open banking sync: consent flows, token refresh, pagination, deduplication, and rate-limit handling with code examples.
Mitchell Hashimoto on Ghostty, Zig, and Terminal Protocols
HashiCorp founder Mitchell Hashimoto explains why he built Ghostty in Zig, the limits of the legacy PTY protocol, and his ideas for new terminal screen and button protocols.
Picturesque: Unifying 50+ AI Models Under One Roof
Picturesque unifies 50+ AI models for images, video, audio and music under one credit system, covering the architecture choices and lessons learned along the way.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comGenUI: Native SwiftUI Interfaces Generated by AI Agents
GenUI validates AI-agent-generated A2UI messages against an allowed catalog and renders them as native SwiftUI interfaces without executing agent code.
How to Stop Duplicate React Mention Emails
A look at why React mention emails get sent twice and how a shared eventId contract between UI, API and worker keeps notifications idempotent.
Hidden Bugs Killing Claude Prompt Caching: The Fix That Cut Costs 80%
Why Claude prompt caching silently fails: timestamps, unsorted JSON, and per-user tool lists breaking the prefix match, plus the fix that cut costs 80%.
Buzzword Driven Architecture: A TDD-Inspired Design Exercise
Inspired by TDD's red-green cycle, this lightweight exercise has teams sketch architecture, score tradeoffs, and catch over-engineering before writing any code.
Error cascades in multi-agent AI systems: the double pendulum problem
Why do small research errors snowball into massive coding failures in multi-agent pipelines? A look at error amplification and the case for human checkpoints.
When logs stayed silent but metrics caught the event
A memory spike in a network lab reveals why gNMI reads leave no log trace, and how time-series metrics caught what logs never recorded.
Building a Modbus Proxy That Never Silently Serves Stale Data
A deep dive into hardening a self-built Modbus caching proxy for Huawei SDongle inverters against night-time disconnects, hanging reads and silent stale data.