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AI coding agents
AI coding agents use models and development tools to inspect, modify, and test software. Follow coding workflows, repository tooling, evaluations, and evidence about where these systems succeed or fail.
SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.
Open in the map ↗84 classified signals in the fourteen-day window. These counts include signals awaiting readable evidence.
Recent sources
Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.
- Hacker News · Posted on Hacker News · First archived
Using fzf with AI coding agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Weatherdeck – a read-only status board for AI coding agent lanes ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Termexo – one AI operating your other coding agents, on Windows ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Heldkeys, see which credentials your AI coding agent can reach ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
What 1,866 popular GitHub projects tell their AI coding agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Stylebot 4 – restyle any website, by hand or with your coding agent ↗
I started Stylebot in 2010 to change how websites look without writing CSS by hand. I have kept maintaining it since then. Now, with AI tools, I’ve finally been able to fix bugs and add features I never had time for. 4.0 has a new, modern editor that shows each element's actual styles, profiles, better sync, versioning and includes a CLI for coding agents. I am most excited about adding the CLI, which lets claude code or any other agent restyle a…
- arXiv · Published · First archived
WEAVE: Weaving Real-World Code Evolution into Dependency-Structured Tasks for Benchmarking and Training Code Agents ↗
Real-world software engineering rarely consists of isolated changes. Features, migrations, and systematic fixes often unfold across multiple pull requests (PRs), requiring coordinated modifications across a repository. Yet most executable repository-level benchmarks retain a single issue or PR as the task unit, while existing multi-PR settings rely on coarse aggregation and structure-agnostic evaluation. This mismatch obscures dependencies among changes and limits progress measurement and learning signals for long-horizon code agents. We introduce WEAVE, a framework that transforms verified PR…
- GitHub · Repository created · First archived
feder-cr/git-ai ↗
Git designed for AI agents.
- Hacker News · Posted on Hacker News · First archived
Show HN: Reproducible failure drills for AI coding agents ↗
Hacker News discussion.
- GitHub · Repository created · First archived
tetriz-ai/tetriz-harness ↗
Recommend AI coding harness changes from repository context and coding signals, then distribute approved rules, skills, hooks and agents to selected people or teams. Pair with Agent Desk through your ingestion adapter; use audience targeting for manual test/control rollouts.
Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.
How to assess evidence about AI coding agents
Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.
See the collection and counting methodology ↗ · Read the weekly synthesis ↗
Related threads
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.