{"repo":"rafmacalaba/armada","free":true,"listed":false,"github":"https://github.com/rafmacalaba/armada","clone":"git clone https://github.com/rafmacalaba/armada.git","description":"Loop engineering for software development. Turn any repository into a self-organizing AI engineering team — 8 specialists, contract-driven, evidence-gated, parallel feature voyages.","language":"JavaScript","stars":75,"topics":["cli","opencode","orchestrator","scaffolding","ai-coding","automation","code-generation","developer-tools","evidence-gated","harness-engineering"],"license":"MIT","category":"dev-tools","readme_excerpt":"armada Loop engineering for software development. Turn any repository into a self-organizing AI engineering team. One command. 8 specialists. Evidence-gated delivery. = 22\" / Website · Getting Started · User Guide · Why armada? --- The problem with AI coding agents AI coding agents are fast. They are also unsupervised, unverified, and amnesiac. - They guess when they should ask. \"Build the login page\" becomes a framework choice, an auth strategy, and a color palette — all decided without you. - They skip verification. The same agent that wrote the bug declares it fixed. There is no maker/checker split. - They forget everything. Kill the terminal, lose the context. A 5-phase feature starts from scratch. - They have no boundaries. A solo agent rewrites your CI config while fixing a CSS bug. Nothing stops it. - They clobber your working tree. Direct edits on your active branch. Parallel tasks collide. Recovery is manual. These are not model failures. They are environment failures. The fix is not a smarter model — it is a smarter harness and a tighter loop. The fix: loop engineering Loop engineering replaces one-shot prompting with control loops that prompt agents for you . You define the goal. The loop handles dispatch, verification, gating, and iteration — agents are components in the loop, not autonomous actors. armada implements loop engineering as a concrete system. You write the contract (what to build and how to know it works), and the fleet runs the l","default_branch":null,"files":null,"tree":[],"storefront":"/r/rafmacalaba","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rafmacalaba/armada/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}