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Context
maker run (src/makeragents/cli.py:42) currently only creates a stub run folder and returns — it invokes no agents. This
is the headline gap: it must trigger the orchestration graph and produce ...
enhancement
Description
When a buildpacks build fails, the pack CLI s stderr output is silently discarded. The user only sees a generic error
message like:
Failed to execute the build: Process Existed With : 1
...
===== start ===== 2026-06-26 daka bye ✅ remember to commit your today s work!!!!! daka success, time: 21:09:37 ===== end
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Context
langgraph==1.2.6 is pinned but never imported. The agents exist as standalone objects with no graph connecting them. PRD
§6 defines the topology. This is the spine that turns the components into ...
enhancement
Context
The Cost Checker Agent (src/makeragents/agents/cost_checker.py) estimates via heuristics. PRD §7.7 wants an LLM-assisted
POC estimate grounded in the opportunity and mediator output.
Scope
...
enhancement
Context
The Mediator Agent (src/makeragents/agents/mediator.py) assigns verdicts via heuristics. PRD §7.6 requires a generative
synthesis comparing Maker vs Taker, assigning a verdict, and producing the ...
enhancement
Context
The Taker Agent (src/makeragents/agents/taker.py) produces risk assessment via heuristics. PRD §7.5 / §14 require a
generative defensive red-team argument that identifies exploitability risk without ...
enhancement
Context
The Maker Agent (src/makeragents/agents/maker.py) produces a templated argument via heuristics. PRD §7.4 requires a
genuinely generative value-add argument with disciplined claim classification ...
enhancement
Context
The Opportunity Agent (src/makeragents/agents/opportunity.py) groups evidence heuristically. PRD §7.3 wants LLM-backed
derivation of candidate opportunities from evidence, with speculative marking ...
enhancement
Parent: #10
Problem
The manager gates heavy model cold-load based on memory pressure and free memory, but the new batched path can still
create a larger memory spike after the model is already resident. ...

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