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coding-agents
26 postsDesigning a Coding Agent Loop: Goals, Verification, Stopping
How to design a coding agent loop: goal-check separation, a verification ladder, isolated attempts, and explicit stopping states.
Building Real Human-in-the-Loop Controls for AI Coding Agents
Approval prompts often fail to stop risky AI coding agent actions. Learn a risk-graded approach that prevents, not just reviews, the dangerous ones.
Context bankruptcy: why coding agents need strategic forgetting
Massive context windows don't make coding agents smarter; they can cause 'context bankruptcy'. Learn how AST-based pruning and dynamic ignore files restore agent reliability.
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.comOpenAI Retracts Its Own SWE-Bench Pro Recommendation
OpenAI's audit found roughly 30% of SWE-Bench Pro's tasks are flawed, prompting the company to retract its earlier endorsement of the agentic coding benchmark.
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.
Jean2: 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.
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.
ShellTeam: Manage Coding Agents on Your VPS
ShellTeam is a web app that enables you to manage coding agents on your VPS.
Agent OS: An Open-Source Harness Around Coding Models
Agent OS is an open-source, local-first AI framework that wraps coding models with memory, sandboxed execution, verification, and human-approved actions.
Tasq: An AI-Native Task Orchestrator for Coding Agents
Tasq is a task orchestrator that simplifies task management for AI coding agents.