Claude Code deletes each local agent transcript once it is older than 30 days, the default for cleanupPeriodDays. Teams that keep sessions as design records need to raise the value or archive the files first, since only a backup restores a swept one.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap0
- Incentives
- Insufficient
- Confidence60
A new zero-dependency CLI reads a Python codebase with the standard library and reports spec-only, code-only and method-mismatch paths, exiting 0 every time so the question of which drift fails a build stays with the team.
Reality
- Evidence45
- Adoption10
- Hype gap−10
- Incentives60
- Confidence50
The reasoning that kept a small agent in bash was sound, and its author still thinks so. The requirement underneath it turned out to be a preference, and the measurement that settled the question took milliseconds.
Reality
- Evidence58
- Adoption10
- Hype gap−12
- Incentives20
- Confidence57
Claude Code hands a Stop hook the full session transcript when a session ends. Joining each tool_use to its tool_result on tool_use_id yields per-agent seconds and error flags, and one operator says the numbers cut his weekly bill 15 to 20 percent.
Reality
- Evidence45
- Adoption12
- Hype gap+30
- Incentives65
- Confidence45
Access to Opsgenie shuts off on 5 April 2027 and unmigrated data goes with it. Atlassian's own automated route into Jira Service Management still leaves six constructs for someone to rebuild by hand.
Reality
- Evidence46
- Adoption
- Insufficient
- Hype gap+6
- Incentives28
- Confidence55
Anthropic sent 8% of its model's 23,019 findings out for review and stopped there, citing a shortage of people to check them. Where independent scoring did happen, 14 of 27 severity ratings had to be moved.
Reality
- Evidence58
- Adoption33
- Hype gap+42
- Incentives68
- Confidence55
Counting JSONTestSuite fixtures before writing any parser code turned up 19 must-reject number literals that Rust's stdlib conversions accept. That is 40% of the number cases, and the same gap opens wherever a stdlib conversion is looser than the wire format.
Reality
- Evidence74
- Adoption30
- Hype gap+12
- Incentives35
- Confidence70
Fable 5 shuts down on 2026-07-07 and StartCalendarInterval cannot express a single firing at a fixed datetime, so this job leans on an integer date test, a temp-file jq rewrite, and an unload that runs whether or not the rewrite worked.
Reality
- Evidence46
- Adoption
- Insufficient
- Hype gap+18
- Incentives20
- Confidence62
A dev.to post swept 146 uses of IFS=$'\t' read in one codebase and found 14 live defects. The corrupt parse and a legitimate one have identical shape.
Reality
- Evidence61
- Adoption24
- Hype gap−6
- Incentives18
- Confidence58
Gremlin's walkthrough of topology spread constraints is sound mechanics. Its own worked example still permits three of four replicas in one region, and the setting it recommends cannot enforce anything.
Publishers:gremlin.com
Reality
- Evidence54
- Adoption
- Insufficient
- Hype gap+38
- Incentives72
- Confidence56
An unofficial open-source CLI captures Slack session tokens through an ordinary browser login and writes them to disk. The approval step it removes was the one place anyone else got a look.
Reality
- Evidence24
- Adoption
- Insufficient
- Hype gap+46
- Incentives84
- Confidence38
A Claude Code user's fix for 50-plus plugins is a weekly auto-disable job. The arithmetic behind his 4,000-token estimate is shakier than the problem it describes.
Reality
- Evidence38
- Adoption10
- Hype gap+40
- Incentives58
- Confidence42
Automatic metrics and LLM-as-a-Judge replace a spot check with numbers you can rerun. Each mode is blind to something, and the ten-question demo dataset is the part that costs you.
Reality
- Evidence42
- Adoption
- Insufficient
- Hype gap+18
- Incentives38
- Confidence55
A dev.to walkthrough moves Claude, Nova and Llama IDs out of Lambda code and into AWS AppConfig feature flags. Rollback stops being a deploy, and model choice stops being a code review.
Reality
- Evidence42
- Adoption
- Insufficient
- Hype gap+24
- Incentives34
- Confidence45
One developer found seven dead MCP connections and could not say when they broke. His answer was measurement: a weekly snapshot that turns "feels slow lately" into a dated diff.
Reality
- Evidence32
- Adoption10
- Hype gap+24
- Incentives38
- Confidence36
An Instagram automation lane reported success twelve times a day while doing nothing. The fix was asserting on live session state, read out of Chrome's cookie database, not on the absence of errors.
Reality
- Evidence44
- Adoption9
- Hype gap+12
- Incentives62
- Confidence48
A GitLab CI job burned three model calls to produce one answer. Fingerprinting the normalized request, while excluding branch names and build IDs, costs less than begging for more free quota.
Reality
- Evidence42
- Adoption
- Insufficient
- Hype gap+30
- Incentives82
- Confidence46
A dev.to writeup shows ANTHROPIC_BASE_URL set in a terminal does not reach the VS Code extension's agent process, which inherits the editor's environment instead.
Reality
- Evidence46
- Adoption
- Insufficient
- Hype gap−12
- Incentives58
- Confidence52