bernstein
Python Mediumchernistry/bernstein
77 stars
11 forks
91 open issues
Active Apr 2026
Beginner-Friendly Issues 91
Issues tagged for new contributors
Multi-region task routing with locality-aware scheduling
#580 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
help wanted hacktoberfest P1 roadmap
Pluggable storage backend abstraction with migration tooling
#578 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Terraform/Pulumi provider for Bernstein infrastructure-as-code
#577 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
MCP Server Card publishing for Bernstein's tools
#576 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Slack bot for orchestration management and notifications
#575 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
GitLab CI/CD integration template with merge request automation
#574 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
JetBrains plugin exposing Bernstein via ACP (Agent Client Protocol)
#573 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Agent capability profiling that discovers per-model strengths from run data
#572 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Prompt effectiveness scoring based on outcome correlation
#571 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Plan optimization engine that reorders tasks for minimum critical path time
#570 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Agent routing optimization using multi-armed bandit with cost constraints
#569 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Failure pattern classifier that categorizes recurring failure modes
#567 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Git garbage collection scheduling during low-activity windows
#566 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Graceful degradation when LLM provider has partial outage
#565 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Deterministic replay of orchestrator decisions from WAL for debugging
#564 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
WAL compaction for long-running orchestrations
#563 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Agent process watchdog with resource consumption tracking per PID
#562 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Merge conflict auto-resolution for non-overlapping semantic changes
#561 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Git blame integration showing Bernstein run provenance per line
#560 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Real-time cost ticker in terminal status bar during runs
#559 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Plan template library with "fork and customize" workflow
#558 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Inline diff annotation showing which agent changed which line
#557 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
"Why did this fail?" natural language explanation for every task failure
#556 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Live agent log multiplexer in terminal (tmux-style split view)
#555 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Free-tier cloud-hosted Bernstein for evaluation (no install required)
#554 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Curated example gallery with 20+ real-world orchestration patterns
#553 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Team adoption dashboard showing Bernstein usage metrics across an org
#552 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Embeddable status widget for GitHub PR descriptions
#551 · Apr 6, 2026
help wanted hacktoberfest P1 roadmap
Implement cost sparkline in TUI sidebar
#550 · Apr 6, 2026
help wanted tui hacktoberfest P1
bug help wanted hacktoberfest
enhancement help wanted good first issue hacktoberfest
bug help wanted good first issue hacktoberfest
bug: README TUI screenshot is a static SVG mockup, not a real capture
#286 · Apr 6, 2026
bug help wanted hacktoberfest
test: 29 core modules have zero unit test coverage
#285 · Apr 6, 2026
enhancement help wanted hacktoberfest
bug help wanted hacktoberfest
bug: 4 dead code modules in core/ — never imported, duplicate functionality
#282 · Apr 6, 2026
bug help wanted hacktoberfest
bug: 11 CLI commands implemented but never wired into main.py
#280 · Apr 6, 2026
bug help wanted hacktoberfest
docs: add feature comparison table to README (Bernstein vs alternatives)
#273 · Apr 6, 2026
documentation help wanted good first issue hacktoberfest
community: create awesome-bernstein-plugins curated list
#272 · Apr 6, 2026
documentation help wanted hacktoberfest
docs: write GitHub Actions integration guide for CI/CD pipelines
#271 · Apr 6, 2026
documentation help wanted good first issue hacktoberfest
documentation help wanted hacktoberfest
media: record 3-minute demo video showing Bernstein orchestrating 5 agents
#269 · Apr 6, 2026
documentation help wanted hacktoberfest
docs: write 'Why Deterministic Orchestration' technical explainer
#268 · Apr 6, 2026
documentation help wanted hacktoberfest
documentation help wanted good first issue hacktoberfest
documentation help wanted good first issue hacktoberfest
Add idle agent detection metrics and `GET /agents/idle` endpoint
#263 · Apr 6, 2026
enhancement help wanted hacktoberfest
enhancement help wanted hacktoberfest
Add `RunReport` export to JSON Lines for time-series cost tracking
#261 · Apr 6, 2026
enhancement help wanted hacktoberfest
Add `bernstein tasks --tag` filter flag to list tasks by tag
#260 · Apr 6, 2026
enhancement help wanted up-for-grabs hacktoberfest
Add adapter `capabilities()` method to `CLIAdapter` base class
#259 · Apr 6, 2026
enhancement help wanted up-for-grabs hacktoberfest
Add `bernstein report --format json` for machine-readable run reports
#258 · Apr 6, 2026
enhancement help wanted up-for-grabs hacktoberfest
Add `GET /tasks/{id}/history` endpoint for task status transition history
#257 · Apr 6, 2026
enhancement help wanted up-for-grabs hacktoberfest
Add `task_count` to `CleanupResult` summary string
#256 · Apr 6, 2026
help wanted good first issue beginner-friendly up-for-grabs hacktoberfest
Add `validate_tag` call to `TaskTagger.add_tags` for input sanitization
#255 · Apr 6, 2026
help wanted good first issue beginner-friendly up-for-grabs hacktoberfest
Add `uptime_s` field to `GET /status` API response
#254 · Apr 6, 2026
help wanted good first issue beginner-friendly up-for-grabs hacktoberfest
Add `--dry-run` flag to `bernstein compose` (task creation CLI)
#253 · Apr 6, 2026
help wanted good first issue beginner-friendly up-for-grabs hacktoberfest
Add hook priority ordering so critical hooks execute first
#250 · Apr 6, 2026
enhancement help wanted good first issue beginner-friendly up-for-grabs
Add user-defined command aliases via `~/.bernstein/aliases.yaml`
#249 · Apr 6, 2026
enhancement help wanted good first issue developer-tools beginner-friendly
Add `bernstein config diff` command to show non-default settings
#248 · Apr 6, 2026
enhancement help wanted good first issue developer-tools beginner-friendly
Add multi-currency cost display support
#247 · Apr 6, 2026
enhancement help wanted good first issue cost beginner-friendly
Add rate-limited logging to prevent log flooding
#246 · Apr 6, 2026
enhancement help wanted good first issue orchestrator beginner-friendly
Add a glossary of Bernstein-specific terms to the docs
#245 · Apr 6, 2026
documentation help wanted good first issue docs beginner-friendly
Metrics export — Prometheus, Grafana, and OpenTelemetry integration
#213 · Mar 31, 2026
enhancement developer-tools reliability
Remote agent execution — run agents in containers or via SSH
#212 · Mar 31, 2026
enhancement agentic-engineering
Plan template library — reusable YAML plans for common project types
#211 · Mar 31, 2026
enhancement help wanted good first issue
Agent memory — persistent learnings across runs
#210 · Mar 31, 2026
enhancement agentic-engineering ai-coding
Cost anomaly detection — alert when agent spending deviates from baseline
#209 · Mar 31, 2026
enhancement agentic-engineering reliability
Run reports — markdown/HTML summary after orchestration completes
#208 · Mar 31, 2026
enhancement developer-tools
enhancement agentic-engineering
Discord bot integration — run Bernstein from Discord
#206 · Mar 31, 2026
enhancement help wanted
Wanted: community adapter plugins (Goose, Aider integration, etc.)
#204 · Mar 31, 2026
enhancement help wanted good first issue adapter reliability
Plan files: describe a full project in YAML, Bernstein builds it
#203 · Mar 31, 2026
enhancement agentic-engineering
Homebrew formula available: brew tap chernistry/tap && brew install bernstein
#202 · Mar 31, 2026
enhancement help wanted good first issue
Auto-generate changelog from conventional commits
#196 · Mar 30, 2026
enhancement good first issue developer-tools
Real-time agent IPC — replace 60s file polling with stdin pipe
#195 · Mar 30, 2026
enhancement agentic-engineering developer-tools
Kilo CLI adapter — orchestrate Stackblitz Kilo agents
#194 · Mar 30, 2026
enhancement help wanted good first issue adapter
Distributed cluster mode — run agents across multiple machines
#193 · Mar 30, 2026
enhancement help wanted agentic-engineering
AI-powered code review gate — second model reviews before merge
#192 · Mar 30, 2026
enhancement agentic-engineering ai-coding
Watch mode — continuous background orchestration
#191 · Mar 30, 2026
enhancement agentic-engineering developer-tools
Offline mode with Ollama — run agents without cloud API keys
#190 · Mar 30, 2026
enhancement help wanted good first issue ai-coding
Progressive disclosure dashboard — novice vs expert modes
#186 · Mar 30, 2026
enhancement
Semantic diff review — AI-powered code review before merge
#185 · Mar 30, 2026
enhancement
Visual task dependency graph in TUI
#184 · Mar 30, 2026
enhancement
Multi-repo orchestration: coordinate agents across monorepo services
#143 · Mar 29, 2026
enhancement help wanted
Web dashboard: public demo instance anyone can try without installing
#142 · Mar 29, 2026
enhancement help wanted
Terraform/Pulumi adapter: orchestrate infrastructure-as-code agents
#141 · Mar 29, 2026
enhancement
Slack/Discord bot: start runs and get updates from chat
#140 · Mar 29, 2026
enhancement
GitHub App: auto-create tasks from Issues, PR comments, and CI failures
#139 · Mar 29, 2026
enhancement
Docker-based agent sandboxing
#64 · Mar 28, 2026
enhancement
Windows support
#63 · Mar 28, 2026
help wanted good first issue