Autonomous Long-Running Coding Agents
Learn how to wrap coding agents in goals, loops, verifiers, and artifacts so they can run autonomously without constant human steering.
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Learn how to wrap coding agents in goals, loops, verifiers, and artifacts so they can run autonomously without constant human steering.
Jet wraps Jetty with a modern, type-safe Java web library featuring OpenAPI annotations, Let's Encrypt SSL, and zero runtime annotation magic.
LUMEN replaces JSON-RPC with a binary MCP protocol that cuts payload sizes by up to 80% and adds built-in security.
DZone's 2026 report reveals how platform engineering and DevOps are merging through IDPs, automation, and developer experience metrics to boost delivery velocity.
Gemini generated dangerous SSRF and internal network commands in 67% of tests — a cheap preflight API caught every one.
PlayerZero combines reinforcement learning and fine-tuned LLMs to automate debugging signal correlation while keeping engineers in the decision-making loop.
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Apple clarifies when macOS 26.4 blocks Terminal pastes, targeting infrequent users copying commands from websites, chats, or email.
Small startups are adopting Kubernetes not for technical reasons, but for team uniformity, standardized knowledge, and built-in deployment traceability.
Vercel Functions now support up to 30-minute execution durations for Pro and Enterprise teams, ideal for LLMs, OCR, and media processing.
The US government forced Anthropic to shut down two flagship AI models worldwide, setting a chilling precedent for state-controlled AI kill switches.
DZone's 2026 report maps how platform engineering and DevOps are merging through IDPs, DevEx metrics, and AI-driven automation to accelerate delivery.
ThinkMode is a Chrome extension that adds intentional friction to AI prompting, helping developers stay mentally engaged instead of outsourcing their judgment.
Code is becoming disposable like immutable infrastructure — the real engineering challenge is now encoding system knowledge, not writing lines.
Ultracoding lets AI agents spawn sub-agents dynamically at runtime, enabling massive parallel refactors — the last hurdle is human-in-the-loop UX.
AI coding tools created 741% more code but only 20% more software releases, proving the bottleneck was never writing code.
Via v0.4.0 is a CLI prompt engine that learns from your codebase history, getting smarter with every session through stored successes and failures.
A practical Laravel guide on when multi-agent setups are worth it, covering delegation, context handoff, and routing test strategies.
A 16-year project indexing 10,000 API providers into a machine-readable GitHub catalog using the APIs.json standard for discovery and governance.
Paca is a free, open-source project management tool designed to treat AI agents as real teammates rather than add-on chatbots. Unlike Jira or ClickUp, which cost $8–$20+ per seat monthly, Paca lets AI agents join sprint planning,...
Xiaomi's open-source MiMo Code tackles long-horizon coding tasks with parallel sampling, layered memory checkpoints, and cross-session knowledge distillation.
Approxima replaces brittle selector-based E2E tests with plain-English journeys run by an LLM browser agent — open-source and self-hostable.
Django workers share memory across requests — mutable globals and middleware state can leak user data if you're not careful.
Can you trust AI-generated code like a vetted library? One developer says no — and that distrust is killing the productivity promise.
A practical map of all five SaaS documentation types, showing exactly where AI can automate maintenance and where humans must stay in control.