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154 postsA Year of Cloud Agents: Why Environment and Durability Matter Most
How cloud agents evolved from ported local agents into a full operating layer, covering environment setup, Temporal-based durability, and harness design lessons.
Databricks Benchmarks AI Coding Agents on Massive Codebase
Databricks tested GLM, Claude, and GPT coding agents on its massive codebase, revealing how harness choice and token efficiency affect real task costs.
DevTime scans Cal.com and admits uncertainty instead of guessing
Local-first scanner DevTime flagged Cal.com's billing webhooks as unproven behavior rather than guessing from file names, exposing why evidence-based confidence matters for AI coding agents.
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.comJean2: A Coding Agent That Evolves Across Sessions via File-Based Memory
Jean2 is a coding agent that writes what it learns into markdown files via opt-in memory, skill and session-search layers, improving through accumulated knowledge rather than model retraining.
Security MCP Turns Org Policies Into an API for Coding Agents
Security MCP is a configurable server that exposes security policies, risk context and paved roads to coding agents like Claude Code and Cursor via MCP tools.
Designing UX Without a Screen: Lessons from an MCP Server
A developer shares how building an MCP server forced UX decisions into tool names, schemas and auth design—with no screen, buttons or visual cues to rely on.
Parlel Emulates 250+ Services Locally With Real Wire Protocols
Parlel runs 250+ services like Postgres, Redis, Stripe and S3 locally using real wire protocols, offering a free, fast alternative for testing and AI coding agents.
Why the AI Bill Grows Inside the Agent Loop
Token-saving tricks barely move the needle on AI agent costs; the real spend comes from retries, agent turns, and parallel subagents. A look at Copilot's billing shift.
Does Code Cleanliness Affect Coding Agents?
Research explores the impact of code cleanliness on autonomous coding agents, highlighting its importance for efficiency in AI-driven development.
Agent-hop: A Rust TUI for Hopping Live Claude Code Chats into Codex
Agent-hop enables seamless transitions between live coding tools in a Rust-based TUI.