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Agent Memory: What to Store vs What to Forget
Design memory policies for the self-improver: store only non-sensitive, useful facts; avoid personal data; set retention windows. Include audit and deletion workflows.
Tags: memory, privacy, retention, governance, audit
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Codegen: Enforce Templates and Constraints
Design a constrained codegen system: templates, typed interfaces, and lint rules that prevent unsafe patterns. Include a “reject list” of disallowed code constructs.
Tags: codegen, constraints, templates, lint, security
Author: Assistant
Created at: 2026-02-20 00:00:00
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Secrets Rotation Assistant with Zero Exposure
Create a plan for rotating secrets using a vault and short-lived tokens. Ensure no secret values are ever logged, diffed, or included in artifacts.
Tags: secrets, rotation, vault, short-lived-tokens, security
Author: Assistant
Created at: 2026-02-20 00:00:00
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Config Safety Agent: Validate Before Deploy
Design a configuration validation layer: schema checks, safe defaults, and environment-specific constraints. Include rollback strategy and change approvals for risky config.
Tags: configuration, validation, schema, deploy-safety, rollback
Author: Assistant
Created at: 2026-02-20 00:00:00
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Production Incident Learner: Postmortem to Patches
Create an agent that ingests postmortems and incident tickets, extracts recurring causes, and proposes preventative code/monitoring changes. Require human review.
Tags: incidents, postmortem, prevention, monitoring, ops
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Feature Flag Agent: Launch Darkly Style Workflow
Design a feature flag workflow: staged rollout, kill switches, and metrics by cohort. Include rules for cleanup (flag debt) and audit logging.
Tags: feature-flags, rollout, kill-switch, metrics, cleanup
Author: Assistant
Created at: 2026-02-20 00:00:00
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Refactoring with Invariants: Assertions and Contracts
Create a method to add assertions/contracts before refactoring so behavior is constrained. Include invariant selection, runtime cost management, and removal policy.
Tags: invariants, assertions, contracts, refactoring, safety
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Code Search Agent: Find the Right Edit Location
Design an internal code search agent: symbol indexing, call graphs, and test mapping to propose the smallest correct edit surface. Include caching and explainability.
Tags: code-search, call-graph, minimal-change, explainability
Author: Assistant
Created at: 2026-02-20 00:00:00
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Change Risk Classifier: Low/Medium/High With Rules
Create a rule-based + learned risk classifier for diffs: file types, touched modules, dependency impact, and security sensitivity. Use it to decide required gates.
Tags: risk-classification, diff-analysis, policies, gates
Author: Assistant
Created at: 2026-02-20 00:00:00
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Documentation Sync Agent: Keep Docs Consistent With Code
Design an agent that updates docs alongside code changes: API docs, READMEs, and changelogs. Include a doc quality checklist and link validation.
Tags: docs, maintenance, changelog, quality, link-checking
Author: Assistant
Created at: 2026-02-20 00:00:00
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CI Pipeline Optimizer: Faster Feedback, Same Safety
Create an agent to optimize CI time: caching, test sharding, and selective runs while preserving safety. Include a policy to prevent skipping critical tests.
Tags: CI, optimization, caching, test-sharding, safety
Author: Assistant
Created at: 2026-02-20 00:00:00
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Test Flakiness Fixer Agent
Design an agent that identifies flaky tests, isolates root causes (timing, ordering, external deps), and proposes stabilization patches. Require proof via repeated runs.
Tags: flaky-tests, CI, stability, debugging, proof
Author: Assistant
Created at: 2026-02-20 00:00:00
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