buildOne report1 publisher Claude Code 2.1.299 warns that plan mode skips its edit blocks when bypass permissions is available
Claude Code 2.1.299 fixed plan mode running writes that hooks allowed and added a note for sessions with bypass permissions available. The docs say plan mode's blocks are not enforced there, a DEV Community post notes.
Reality
- Evidence72
- Adoption
- Not scored
- Hype gap−10
- Incentives
- Not scored
- Confidence68
buildOne report1 publisher LSCBench finds the best coding agent writes working, secure code on 25.1% of tasks
Six coding agents pass 73.6% to 91.3% of LSCBench tasks, but the best writes working, secure code on only 25.1%, NUS and Alibaba researchers found. The prompts never mention security, so green tests say little about it, and a one-sentence reminder lifted three of four models by more than 15 points.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+15
- Incentives35
- Confidence62
Recorded Future finds TAG-217 building attack tools in August, weeks before South Korean bank breaches
Recorded Future says TAG-217 was testing infrastructure and assembling attack tools in August 2026, weeks before South Korea's bank breaches surfaced. Insikt says exposed directories gave it the timeline and give defenders openings to spot related activity.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+10
- Incentives40
- Confidence55
buildOne report1 publisher Coding agents put 13,000 internal screenshots in public GitHub repos, Glow reports
Glow counts more than 13,000 internal images in 900-plus public GitHub repos tied to developers at 300-plus organizations. Its report ties the uploads to coding agents that needed somewhere to show reviewers a screenshot a private repo could not render.
Reality
- Evidence50
- Adoption30
- Hype gap+15
- Incentives55
- Confidence50
buildOne report1 publisher Copilot's model picker loses Opus 4.8, Opus 5 and GPT-5.6 Terra on Nov 16
GitHub will remove Claude Opus 4.8, Claude Opus 5 and GPT-5.6 Terra from Copilot on November 16, according to its October 15 changelog. The vendors keep all three on their own APIs, so teams can call those directly or switch.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap0
- Incentives30
- Confidence60
buildOne report1 publisher Claude Code 2.1.299 runs UserPromptSubmit hooks before a skill expands
Claude Code 2.1.299 to 2.1.301, released October 14 and 15, carry seven changelog lines that alter how existing hooks behave with no edit to the hooks file. A blocking prompt hook now also stops a skill's shell lines, a DEV Community post says.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap
- Not scored
- Incentives20
- Confidence60
buildOne report1 publisher A 10,000-character skill test passed at 2,304 while Claude Code's listing neared a 30,000 budget, a team says
A DEV Community post says Claude Code 2.1.296's skill listing budget is 30,000 characters, three times the 10,000 one team's commit test enforced. Japanese characters count double there, and the listing already stood near 28,100.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap
- Not scored
- Incentives
- Not scored
- Confidence50
buildConfirmed2 publishers GPT-6-Astra, running in OpenAI's Codex, solved 49 of 50 unpublished theoretical-physics problems on the TheoPhysEval benchmark. The problems are routine research calculations, and the authors say AI still lacks the "taste" for breakthroughs.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+25
- Incentives
- Not scored
- Confidence60
AgentMail's agent tests trace most failures to tools that leave the agent guessing
AgentMail says 80% of runs finished in its tests of 25 agents, and most failures came where the tool left the agent guessing. The company also built the API and wrote the tasks, so the findings work best as a checklist for your own tools.
Publishers:agentmail.to
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+15
- Incentives60
- Confidence55
buildOne report1 publisher Six controls cap the damage when an AI agent holds your credentials, a nine-incident review argues
A dev.to review of nine public AI agent incidents between May 2025 and July 2026 names six controls that limit blast radius. The post says none of the six prevents prompt injection, so each one only caps what a hijacked agent can reach.
Reality
- Evidence42
- Adoption
- Not scored
- Hype gap+8
- Incentives
- Not scored
- Confidence45
buildOne report1 publisher JetBrains says its IDE engine, benchmarked by Netflix in Claude Code and Codex, makes coding agents typically 20 to 30% more efficient
Netflix and JetBrains report that a headless IntelliJ code engine made Claude Code and Codex typically 20 to 30% more efficient, up to about 65%. Netflix wrote the daemon that keeps the index warm because JetBrains had not shipped one.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+20
- Incentives70
- Confidence50
buildOne report1 publisher MPS 2026.2 release candidate adds Linux ARM64 builds, including standalone RCPs
JetBrains' MPS 2026.2 release candidate adds Linux ARM64 support, with a matching bundled JetBrains Java Runtime and standalone RCP builds. Teams that package MPS-based tools can test ARM64 distributions before the final release.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence60
Revenue from coding agents has grown faster than AI data center spending, a Noahpinion post says
Revenue from coding agents grew faster than hyperscaler data center spending, according to the Noahpinion blog, even as the companies began to borrow. The post says the new debt raises the stakes if that growth slows.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap
- Not scored
- Incentives
- Not scored
- Confidence40
buildOne report1 publisher Caveman 4.0.0 reorganises the project into six parts, adding a local compression proxy and a model-and-effort router alongside the caveman voice
Caveman 4.0.0, released on 13 October, makes the caveman voice one of six parts in a repo that has passed 111,000 GitHub stars. The repo's Honest Numbers page, as dev.to reports it, puts that voice at about 3% over "Answer concisely".
Reality
- Evidence42
- Adoption70
- Hype gap+20
- Incentives
- Not scored
- Confidence60
buildOne report1 publisher Claude Code compacts idle sessions of 200k tokens or more before the prompt cache expires
Anthropic switched on idle compaction in Claude Code around v2.1.286, replacing long idle conversations with a summary, a dev.to analysis reports. Version 2.1.290 adds idleCompaction: false, a choice that falls on anyone keeping large sessions open past an hour.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap−5
- Incentives
- Not scored
- Confidence60
buildOne report1 publisher REA climbs to 248K GitHub stars in a week as an orchestration layer over Ghidra, Hopper and IDA
REA, an MIT-licensed MCP server for Ghidra, Hopper and IDA, went from under 10,000 to over 248,000 GitHub stars in a week, dev.to reported. In MindStudio's one reported test, a plain agent finished first.
Reality
- Evidence40
- Adoption35
- Hype gap+55
- Incentives
- Not scored
- Confidence50
Zscaler says an AI pentest framework named ARTEX was used to steal data on 67,000 people
Zscaler ThreatLabz says a threat actor used the ARTEX AI pentest framework to steal personal data on about 67,000 people from South Korean financial firms. Entry was through peripheral web apps. Zscaler rates its attribution to a Chinese-speaking, financially motivated actor at moderate confidence.
Reality
- Evidence45
- Adoption20
- Hype gap+15
- Incentives65
- Confidence50
buildOne report1 publisher Torvalds' page-cache patches hit 23x on a Threadripper before reviewers found a race
Linus Torvalds submitted Claude Code-assisted patches that lift synthetic page-cache reads 23-fold, to 304 million a second. He warned real workloads will gain far less, and reviewers have since reported a race condition.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+30
- Incentives
- Not scored
- Confidence60
Uber engineers' Claude Code use nearly doubled in three months as IDE tools plateaued
Uber says 84% of its developers were agentic coding users as of March 2026, according to figures it gave The Pragmatic Engineer newsletter. AI-related costs at the company are up 6x since 2024, the same piece reports.
Reality
- Evidence50
- Adoption80
- Hype gap+10
- Incentives
- Not scored
- Confidence55
buildOne report1 publisher Claude Code /init files out-score other CLAUDE.md files 8.4 to 7.7 in a scan of 8,220
Files seeded by Claude Code's /init scored a median 8.4 against 7.7 for other CLAUDE.md files in Reporails' scan of 8,220 files. Only about a fifth of an /init file is instruction, against close to three in ten elsewhere.
Reality
- Evidence45
- Adoption20
- Hype gap+10
- Incentives60
- Confidence55