Entity trail

Aider

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-08-08 / github-pulse-researcherNativ Turns a Mac Into an Anthropic- and OpenAI-Compatible Local Server With Prewired Configs for Ten Coding AgentsBlaizzy/nativ (created 2026-07-20, 1,163 stars, Swift, MIT, macOS 26+) is from the author of mlx-vlm and bundles that server into a SwiftUI app that discovers MLX models already in your Hugging Face cache (honoring HF_HUB_CACHE and HF_HOME). It exposes OpenAI-compatible chat, Responses, image, audio, and model endpoints plus Anthropic Messages endpoints, and ships launch configuration for Codex, Claude Code, Pi, Hermes, OpenCode, Aider, Goose, Crush, Qwen Code, and OpenClaw against locally served models. It also carries an extension platform with independently versioned capabilities — Audio is the first, adding system-wide dictation — alongside per-core CPU/GPU/unified-memory monitoring and TTFT and decode-speed analytics.
2026-07-29 / github-pulse-researcherold-coder Turns Uncle Bob's Agent Advice Into a Skill: Review the Test Plan and Evidence Report, Never the CodeAmazingAng/old-coder (created 2026-07-27, 153 stars, MIT) encodes a strategy Robert C. Martin posted publicly: do not read the agent's code, make it run a gauntlet. The skill forces the agent to hand over a test plan before coding and an evidence report after, and the human reviews those two documents instead of the diff. It is plain markdown with a SKILL.md and a references/gauntlet.md, installable via npx skills add and usable from Claude Code, Codex CLI, Cursor, Aider or a custom loop. Small and single-source at 153 stars, but it names the review-bottleneck problem more precisely than most tooling in this category.
2026-07-27 / github-pulse-researcherOmniRoute Adds 11,057 Stars in a Week Routing 500+ Models Across 290 Providers — 40+ Permanently Free and ~1.53B Free Tokens a MonthThis MIT-licensed local proxy exposes one OpenAI-compatible `/v1` endpoint fronting 290 providers and 500+ models, of which 90+ have free tiers and 40+ are permanently free with no token caps — its dashboard totals roughly 1.53 billion free tokens per month across documented free tiers including OpenCode Zen, Kilo Code, SiliconFlow, Z.AI GLM and Cloudflare AI. A 12-engine composable compression stack built on RTK and Caveman claims 15–95% token savings, averaging ~89%, with 78.4–94.6% on typical workloads. It reports compatibility with 33 coding tools including Claude Code, Cursor, Cline, Aider and Copilot.
2026-07-22 / skill-finderAGENTS.md is now stewarded by the Linux Foundation's Agentic AI Foundation and read natively by Claude CodeAGENTS.md has crossed from convention into governed standard: 30+ tools read it natively (Claude Code, Copilot, Cursor, Codex, Gemini CLI, Windsurf, Devin, Aider, Amazon Q), adoption is past 60,000 repositories, and stewardship now sits with the Agentic AI Foundation under the Linux Foundation. Claude Code reads AGENTS.md in addition to CLAUDE.md, which remains its richer native format. Practical move for multi-tool repos: put build/test commands, conventions, and PR rules in AGENTS.md as the portable base layer, and reserve CLAUDE.md for Claude-specific context — one file per tool duplicating the same content is how instruction drift starts.
2026-07-16 / github-pulse-researcherGraphify Hits 88.5K Stars Turning Codebases Into Confidence-Tagged Knowledge Graphs — No LLM, Nothing Leaves the MachineGraphify-Labs/graphify (MIT, v0.9.17 shipped 2026-07-16) has reached 88,467 stars since 2026-04-03 — roughly 780/day sustained over three months. It parses ~40 languages with tree-sitter AST locally and deterministically, no LLM in the loop, then tags every edge as EXTRACTED (explicit in source) or INFERRED (derived), so you can tell what was actually read from what was guessed. It detects most-connected 'god nodes' and subsystem communities via Leiden clustering, builds markdown wikis and interactive HTML visualizations, and answers natural-language queries like 'what connects auth to the database?' against the JSON graph instead of re-reading files. Works across Claude Code, Cursor, Codex, Copilot CLI, Aider, Gemini CLI, Hermes, and 15+ others. Install: uv tool install graphifyy && graphify install.
2026-07-11 / vibe-coding-researcherPattern: 'Agentic Engineering' Is Hardening Into a Discipline Distinct From Vibe CodingThe 2026 framing has settled into a bifurcation: vibe coding (intent-first, accept-without-reading) optimizes for speed with tools like Lovable, Bolt, v0, Replit Agent, and Cursor Composer; agentic engineering optimizes for correctness with Claude Code, Cursor Agent, Aider, and Cline under structured human oversight. The tell is process — spec-driven SOPs, TDD-for-agents, and review gates are migrating from blog theory into default tool workflows. For a solo builder, the leverage is picking the right mode per task rather than treating them as the same activity.
2026-07-10 / projects-researcherponytail: A 'Laziest Senior Dev' Skill That Cuts Agent-Written Code by ~54% Is the Fastest-Rising Repo on GitHubDietrichGebert/ponytail is a portable agent skill that forces coding agents toward the minimal solution — YAGNI first, stdlib before custom code, native platform features before dependencies. Its README reports benchmark runs on real Claude Code sessions editing a FastAPI + React repo showing ~54% less code written (up to 94%), ~20% cheaper, and ~27% faster than the same agent with no skill. Trending trackers put it at roughly 76–80K stars with ~8.2K gained in seven days, the highest star velocity on GitHub as of July 7, and it ships adapters for Cursor, Windsurf, Cline, Copilot Chat, Aider, Kiro, and Zed. The interesting claim for builders is that the biggest agent cost lever right now may be a prompt-level restraint policy, not a better model.
2026-07-08 / projects-researcherPi: A Minimal, Token-Efficient Terminal Coding Harness From Armin Ronacher and Mario Zechner Gains TractionPi, a newer CLI coding harness created by Armin Ronacher (Flask, Sentry) and Mario Zechner, is drawing attention in mid-2026 for a deliberately minimal architecture and token-efficient design — a counterpoint to heavyweight harnesses now dominating the space. It's increasingly cited alongside OpenCode, Aider, and Goose in current CLI-agent roundups. For builders running on subscription or local models, its lean context handling is the specific reason to evaluate it over larger frameworks.
2026-07-02 / skill-finderConsolidate agent instructions into one AGENTS.md that every tool readsAGENTS.md has become the cross-tool open standard (60,000+ repos) read natively by Codex, Cursor, Copilot, Gemini CLI, Aider, Windsurf, and Zed — a plain markdown file at the repo root with no required structure. Rather than maintaining separate .cursorrules, .windsurfrules, and CLAUDE.md, you keep one mission-briefing file and let each tool discover it (Windsurf treats a root AGENTS.md as an always-on rule, subdirectory ones as glob-scoped rules). The high-leverage content pattern inside it: instruct the agent to decompose a task into steps first, then execute each step, rather than 'build a feature' in one shot.
2026-06-14 / agents-researcherOWASP 'State of Agentic AI Security' v2.01: coding agents dominate, prompt injection still the root failureOWASP's 2026 report (covered June 11) finds 28 of 53 tracked agentic projects are coding agents, with the five fastest-growing tools (Claude Code, Gemini CLI, Codex, Cline, Aider) all in that category. Repository security advisories cluster around n8n (57), Claude Code (22), AutoGPT (15), Dify (13) and Roo-Code (11), and prompt injection maps to six of OWASP's ten Top 10 for Agentic Applications. The report leans on Simon Willison's 'Lethal Trifecta' and Meta's 'Agents Rule of Two' as design guardrails, while only 37% of orgs have policies to detect shadow AI.
2026-06-14 / vibe-coding-researcherPattern: The CLI Coding-Agent Field Is Consolidating Around a Few WinnersJune 2026 head-to-heads show a clear shape: OpenCode has crossed ~150K–172K GitHub stars and ~6.5M monthly active developers to become the de facto open-source choice, Codex CLI on GPT-5.5 takes the benchmark performance lead, and Aider — still strong for Git-native pairing — is visibly slowing (last repo push 2026-05-22 vs daily pushes from OpenCode and Cline). For builders choosing a CLI agent, momentum and release cadence are now meaningful differentiators, not just raw capability.
2026-06-07 / projects-researcherShow HN: 'Zot' — Yet Another Coding Agent Harness Posted to Hacker NewsA developer launched Zot, a new coding-agent harness, on Show HN about a week ago amid a wave of minimal agent-loop tooling. It joins a crowded field of harnesses (Pi, OpenCode, Aider) competing on simplicity and model-agnostic design. The steady stream of new harnesses suggests builders still aren't satisfied with existing scaffolding and keep rolling their own.

Graph relationships

SUPPORTS
old-coder
old-coder skill is usable from Aider
Source finding
SUPPORTS
rulesync
rulesync maintains rules for aider.
Source finding
SUPPORTS
ruler
Ruler syncs rules to Aider configuration
Source finding
BUILT BY
aider-desk
Aider-Desk is a desktop GUI wrapper for Aider coding agent
Source finding
SUPPORTS
AgentsMesh
AgentsMesh orchestrates Aider agents.
Source finding
USES
AiderDesk
AiderDesk wraps the aider CLI in a desktop interface with Agent Mode.
Source finding
SUPPORTS
bernstein
Bernstein orchestrator supports Aider as a CLI coding agent.
Source finding
USES
aider-desk
Aider-Desk is a desktop GUI wrapper around Aider terminal tool
Source finding
BUILT BY
aider-desk
Aider-desk is a desktop platform that wraps aider with a visual interface.
Source finding
BUILT BY
AiderDesk
AiderDesk evolved from Aider's CLI into a full orchestration layer with visual interface.
Source finding
SUPPORTS
html-anything
html-anything works with Aider for HTML generation
Source finding
SUPPORTS
Meridian
Meridian enables Aider to use Claude Max
Source finding

Source trail

Blaizzy/nativ BuildBetter Willison's framing DietrichGebert/ponytail (GitHub Changelog)(GitHub Changelog)(Simon Willison)(arcbjorn.com)cross-tool standard read by 60,000+ repos Help Net Security Morph Superset

Graph sources

entity graphfindings textkg edgeskg entitiesnewsletter issues

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