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<|im_start|>user
Billing found adjustments from one customer's invoice batch showing up on a different customer's export. I honestly suspected the export service was caching payloads on their side, but I can reproduce it entirely offline with just our invoicebatch module, so it's ours. Make two batches, add a late fee ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `java-leasepool`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code.... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Someone on the dairy-floor tooling rotation tidied our telemetry header last sprint and now nothing that includes it builds. g++ in C++20 mode says, among a great deal else: vatstats.h:18:5: error: need 'typename' before 'C::const_iterator' because 'C' is a dependent scope vatstats.h:58:47: error: temp... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `ts-callstitch`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-bookmark-vault`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading co... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-8 enterprise-integration seed authoring preamble You are the sole seed author for one Wave-8 chunk. Repo root is the current directory. These instructions are mandatory and supplement `tasks/SEED_SPEC.md`. ## Read before writing 1. Read all of `tasks/SEED_SPEC.md`. 2. Read the Wave-8 laws, evide... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-conneg` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running comm... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
We render onboarding flows from JSON schemas and every product team hand-rolls the paging logic differently. I want one headless wizard engine — no DOM, no framework, plain TypeScript on node (node --test, type stripping, zero deps). Three modules so the pieces stay testable on their own: fields.ts, sc... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-8 enterprise-integration seed authoring preamble You are the sole seed author for one Wave-8 chunk. Repo root is the current directory. These instructions are mandatory and supplement `tasks/SEED_SPEC.md`. ## Read before writing 1. Read all of `tasks/SEED_SPEC.md`. 2. Read the Wave-8 laws, evide... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-8 enterprise-integration seed authoring preamble You are the sole seed author for one Wave-8 chunk. Repo root is the current directory. These instructions are mandatory and supplement `tasks/SEED_SPEC.md`. ## Read before writing 1. Read all of `tasks/SEED_SPEC.md`. 2. Read the Wave-8 laws, evide... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our ops rotation hands off between shifts with a tiny click CLI, shiftlog.py, and it has two behaviors that are driving me up the wall. First: the tags column will not go away. The handoff wrapper renders the log twice — once with `--show-tags` for the wiki, then plain for the terminal summary — and th... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Identity platform team. Our nightly Entra-to-CRM user sync is a cron job that pulls ALL 40k users every run and diffs them in memory. Directory ops wants it dead by Friday — we got throttled twice last month and the diff misses deletes entirely. Replace it with a proper Microsoft Graph delta synchroniz... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-flowplan`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. Yo... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Box office coordinator at the Riverbend Playhouse — Saturday's confirmation blast went out to about forty ticket buyers and my phone has not stopped. The emails literally open with the words Dear, a hash mark, and some curly-brace code where the customer's name should be, and the subject line has the s... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `rs-rategate`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. Yo... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `java-tzslots`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. Y... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Observability team. Our incident tooling shells out to kubectl logs per pod and then a Python script staples the outputs together — it garbles non-ASCII service names (we saw 'über-worker' come out as mojibake during the last sev2, because someone decodes chunk-by-chunk) and it interleaves lines in wha... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I want a replayable 2048 for our PowerShell brown-bag: no keyboard, no curses — the whole game is a transcript CLI so two runs with the same inputs are byte-identical and we can diff strategies. One script, `play2048.ps1`, invoked `pwsh -NoProfile -File play2048.ps1 -Moves <file> [-Seed <n>] [-Board <f... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-tree-filters` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by runnin... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-gradebook` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running c... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Floor lead at the parts warehouse. The put-away 'system' is currently whoever's on shift eyeballing shelves, and last month someone racked drain acid over a bin of rags, so now I get to specify software. Python 3.12, stdlib only, one JSON db file, every command a separate `python3 cli.py --db PATH ...`... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-sync-plan` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running c... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our office lending library outgrew the spreadsheet, so: a CLI, python 3.12, stdlib only. I want at least `cli.py` (commands), `lending.py` (loan/fine math, pure functions, no file IO -- the kiosk imports this directly), and `store.py` (owns the JSON db format). Split out more modules if it helps you. E... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `zsh-arrlib`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. You... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Queue-worker ticket. Our render-job worker (worker.ts) drains SQS one message at a time — receive one, process, delete — and now that render jobs arrive in bursts it's embarrassingly slow, plus long renders keep timing out their visibility window and getting picked up twice by another worker. Keep proc... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Asset-sync service, media team. GraphDriveClient (metadata reads against Microsoft Graph v1.0 drives) works fine and must keep working. What does NOT work is how we ship big renders into SharePoint: someone PUTs the whole 800MB to the /content endpoint and when the VPN hiccups at 97% we start over from... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-shiplog`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. You... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `rs-tomlite`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. You... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-snowflake-partition-results`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands a... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `bash-flockq`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. Yo... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-aws-s3-multipart` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by ru... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
strength.py drives the little meter on our signup form — score() does length tiers plus character-class variety, verdict() turns that into 'very weak'..'strong'. Security review just dinged us because it happily calls 'Qwerty2024!' strong, so I got handed the upgrade ticket. Keep score()/verdict() exac... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Data-platform ticket. Our telemetry archiver pushes nightly rollup blobs to S3 with a single put_object call, and last night a 3.4 GB rollup timed out four times and the job gave up — we resend the whole object every time anything hiccups. I want a proper multipart uploader package, `s3mpu`, built on t... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
We render onboarding flows from JSON schemas and every product team hand-rolls the paging logic differently. I want one headless wizard engine — no DOM, no framework, plain TypeScript on node (node --test, type stripping, zero deps). Three modules so the pieces stay testable on their own: fields.ts, sc... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Floor lead at the parts warehouse. The put-away 'system' is currently whoever's on shift eyeballing shelves, and last month someone racked drain acid over a bin of rags, so now I get to specify software. Python 3.12, stdlib only, one JSON db file, every command a separate `python3 cli.py --db PATH ...`... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Service bureau dispatch here. Every crate that goes out with the night courier gets a printed handoff manifest, and since yesterday's tidy-up of the manifest code the printouts are garbage in three separate ways. The drop-folder line, which should be one Windows path on one line, now prints broken acro... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-gcp-storage-resumable`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and rea... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our session-token cache goes insane every time the fleet's NTP daemon steps the clock. Saturday it stepped backward ~1h and tokens that should have aged out kept getting served for the rest of the hour — auth saw revoked sessions come back from the dead. When the clock stepped forward, the opposite: fr... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
SRE ticket, medium-annoyed. Our metering exporter authenticates to Vault with AppRole and the current 'session handling' is: log in once at boot, cache the token forever, crash at 2am when it expires. Last week someone 'fixed' it by logging the whole login response — client token included — into our sh... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
The backup agent's snapshot planner uses our dirwalk package and customers keep asking for two things we can't do: skip junk (logs, node_modules, build output) and cap how deep we scan into vendor trees. Also the manifest differ chokes because plain lexical order interleaves files and directories — the... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our greenhouse dashboards have little gaps in them and I finally cornered when they happen: any reading that a sensor produces while an upload is already on the wire just never reaches ingest. The maddening part is the agent's own bookkeeping swears everything is fine — uploaded_count matches the numbe... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Pricing-desk ticket, LTL freight side. We lease a vendor rater today and it is a black box: every month contract audit hand-recomputes a sample of quotes and finds cents of drift nobody can explain, and when a shipper disputes a bill the best we can produce is a screenshot. We are bringing rating in-ho... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-quotasvc`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. Yo... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `py-csv-schema` (language: python). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `rs-varint`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. You ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
API-gateway ticket. Outbound calls to the partner API are rate-limited and we keep tripping their 429s, so every client thread needs to pull a permit from a shared gate before dialing out. The last attempt used Instant::now() plus thread::sleep and was untestable — CI could only check it by actually sl... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-10 full-distill seed authoring preamble You are authoring seed fixtures only. Do not generate a teacher trace, do not call another model, and do not edit traces or dataset outputs. Read `tasks/SEED_SPEC.md`, the Wave 10 binding laws, and at least two strong existing seeds in the assigned languag... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Provisioning-tooling ticket, Go. When we onboard a site we push hundreds of config changes to Meraki one API call at a time and it takes forever and trips the rate limiter. Meraki has a bulk mechanism for exactly this — action batches — and I want a proper little Go package (module go-meraki-action-bat... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-flowschema`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our social club runs bingo nights and the caller sheet disputes are getting silly, so I want a referee script that replays a night from files and prints exactly what happened. PowerShell 7, one file `bingo.ps1`, run as `pwsh -NoProfile -File bingo.ps1 -Cards <path[,path,...]> -Calls <file>` (the card l... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-splunk-hec-ack`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading co... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-8 enterprise-integration seed authoring preamble You are the sole seed author for one Wave-8 chunk. Repo root is the current directory. These instructions are mandatory and supplement `tasks/SEED_SPEC.md`. ## Read before writing 1. Read all of `tasks/SEED_SPEC.md`. 2. Read the Wave-8 laws, evide... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `ts-scene-shapes`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Four of our services talk to the Meridian platform API and each grew its own client-credentials handling. One fetches a token for every single request (the platform team noticed, loudly), one caches forever and starts throwing 401s an hour in, and two have thread races where a burst of jobs fires five ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
also 0 there its more than 500 things to build in fable-code, don't stop with just what it has finished<|im_end|>
<|im_start|>assistant
You’re right: `fable-code` has 502 authored seeds, but its unfinished Wave 5–7 catalogs specify another 231 tasks. I won’t treat the current 500-task run as the endpoi... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
My LRU cache keeps evicting the wrong entries — keys I just read are disappearing while stale ones survive. The checks in test_lru.py fail. Find the bugs in lru.py, fix them, and run the tests to prove it. Don't touch the test file.<|im_end|>
<|im_start|>assistant
I’ll trace the cache’s recency bookkee... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `ts-gcp-bigquery-pages` (language: ts). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by runn... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Ingest-platform ticket. Our camera-frame pipeline pulls from Pub/Sub with a hand-rolled loop somebody wrote years ago: it acks every message the moment it arrives (so a crashed decoder silently eats frames), it has no flow control (a backlog OOMs the worker), long decodes blow past the ack deadline and... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
HR platform ticket. When a hire falls through we currently cancel the work relationship in the Oracle Fusion HCM UI by hand, because the last scripted attempt POSTed plain JSON at a guessed URL with a made-up worker ID, treated a 202 like a failure, and printed 'HTTP 400' when the pod explained in two ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
SRE ticket, medium-annoyed. Our metering exporter authenticates to Vault with AppRole and the current 'session handling' is: log in once at boot, cache the token forever, crash at 2am when it expires. Last week someone 'fixed' it by logging the whole login response — client token included — into our sh... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Platform ticket. We archive device telemetry out of DynamoDB with a shell script wrapping the AWS CLI, and it has two chronic bugs: it treats an empty query page as "done" (it isn't — the continuation key decides that), and when BatchWriteItem hands back unprocessed items it just re-runs the WHOLE batc... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `ts-formfield`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. Y... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `ts-emitlog`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. You... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-oracle-hcm-effective-date`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `go-meraki-action-batch` (language: go). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by run... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `csharp-oracle-hcm-action`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and rea... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-10 full-distill seed authoring preamble You are authoring seed fixtures only. Do not generate a teacher trace, do not call another model, and do not edit traces or dataset outputs. Read `tasks/SEED_SPEC.md`, the Wave 10 binding laws, and at least two strong existing seeds in the assigned languag... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-gcp-storage-resumable`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and rea... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our metrics exporter keeps shipping count=1 for metrics that two handlers definitely both reported. It only ever happens right after a deploy introduces a new metric name — the very first datapoints, one of them just evaporates. From then on the metric behaves perfectly, and I can hammer it from a sing... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Release-eng ticket. We moved to changeset files: every PR drops one `.txt` file into a pending/ directory, and at release time a tool compiles them into CHANGELOG.md and suggests the semver bump. The tool doesn't exist yet -- that's this ticket. Python 3.12, stdlib only. Required module names (`release... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Security-engineering ticket. Compliance wants every destructive event from our GitHub Enterprise Cloud audit log in the SIEM, and the current exporter is a cron'd curl that re-downloads the same first page every night and once POSTed our bearer token to a 'mirror' host somebody slipped into a Link head... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our deploy-manifest renderer (base manifest + per-env overlay files, merged, then rendered to an ordered service list) is misbehaving in ways I cannot line up, and services keep vanishing from the output depending on which files we merge: 1. Any environment whose overlay sets a deployOrder crashes outr... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Building the backend brain for our team kanban tool. No UI, no storage layer — just the board engine plus a JSON snapshot format, TypeScript on bare node (no deps, tests run with node --test). Two public modules; internals are yours to shape. board.ts — export class Board. new Board({ columns, lanes? }... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Data platform team here. A couple of our services can't take a native Kafka client, so they read audit topics through the Confluent REST Proxy, and I keep finding leaked consumer instances on the proxy because every script hand-rolls the lifecycle and forgets to clean up. The repo already has a working... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model (Fable) produced a code change for task `csharp-sap-csrf-batch` (language: csharp). INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
HR ops tooling ticket. Our little Python toolkit can READ a worker assignment out of Oracle Fusion Cloud HCM (hcm_transport.py + assignment_reader.py, both working, leave their behavior intact) but every actual change still goes through a person clicking the UI, because the last engineer who tried to s... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Show pending subscriptions under my preferred account group; do not activate or cancel any.<|im_end|>
<|im_start|>assistant
I'll first retrieve your saved preferences to find your preferred account group, then list pending subscriptions under it.<|im_end|> | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Metrics pipeline ticket. Our latency aggregator currently keeps sum and sum-of-squares per shard and computes variance at flush time. On the new gateway (timestamps-as-floats territory, values with a giant common offset) it's been reporting NEGATIVE variances, which is how I learned about catastrophic ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our battery lab's weekly fleet report is embarrassing us in two different ways and I need it sorted today. Background: battreport.py builds discharge reports from the rig logs; the analysis stack is pinned in environment.yml (those pins are what the rig code was validated against) and CI builds a local... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `go-backoff`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code. You... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Write a warm, professional opening sentence for a reply to someone whose replacement package arrived damaged again. Do not promise a refund or a delivery date.<|im_end|>
<|im_start|>assistant
Thank you for letting us know, and I'm truly sorry to hear that your replacement package also arrived damaged—I... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our rollout-gate repo is red on CI and I'm holding the pager. Backstory: a teammate finished the version-range gating in gate.mjs right before going on leave — the feature itself looks done, and I literally watched the suite pass on their laptop. But every CI build since their last push dies in the boo... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Billing dates have gone sideways. A customer who signed up 2024-10-31 got renewal notices for Dec 31, then Jan 30, then Mar 1 — the day drifts around and February gets skipped outright. Separately, QA found that a CSV signup dated 2023-12-25 imports as JANUARY 25 OF THE NEXT YEAR. I've read billing.ts ... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Our field-inspection intake service handles upload posts from the tablets itself — stdlib only, no framework — and since we went live two kinds of tickets keep landing on me and I'm done playing whack-a-mole. One: attachments sometimes arrive truncated. A QA engineer uploads her saved email digest (a p... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
# Wave-4 authoring-agent preamble (read this first, follow exactly) You are authoring seeds for the fable-code training-data pipeline. Repo root: this directory. Everything below is mandatory. ## Read before writing anything 1. `tasks/SEED_SPEC.md` — the seed spec, quality bar, and mandatory self-check... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
You are the PRIMARY code reviewer for a distillation-trace acceptance gate. A teacher model produced a code change for task `py-wrap-justify`. INDEPENDENTLY verify it with your own tools and return a strict verdict. Trust no prior review — verify everything yourself by running commands and reading code... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Analytics-platform ticket. Our usage-reporting service talks to BigQuery through a pile of copy-pasted fetch calls that string-interpolate values straight into SQL, silently truncate any result past the first response page, and turn 64-bit user IDs into corrupted doubles because someone fed them throug... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
I want a replayable 2048 for our PowerShell brown-bag: no keyboard, no curses — the whole game is a transcript CLI so two runs with the same inputs are byte-identical and we can diff strategies. One script, `play2048.ps1`, invoked `pwsh -NoProfile -File play2048.ps1 -Moves <file> [-Seed <n>] [-Board <f... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Security-engineering ticket. Compliance wants every destructive event from our GitHub Enterprise Cloud audit log in the SIEM, and the current exporter is a cron'd curl that re-downloads the same first page every night and once POSTed our bearer token to a 'mirror' host somebody slipped into a Link head... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Storage automation ticket, Go. We group our app volumes into ONTAP consistency groups so snapshots are crash-consistent across the set, and right now that's managed by hand: someone creates the group in System Manager, someone else adds the new log volume three weeks later, and the QoS policy is whatev... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
<|im_start|>user
Recruiting caught two embarrassments in the offer-letter tooling and I need them gone before Friday's batch. One: merged letters still contain raw {{candidate}} and {{salary}} tokens — but only the later mentions; the greeting comes out fine, then the signature block literally says "Welcome aboard, {{c... | You are an elite agentic AI coding assistant. You write clean Python code and utilize tools effectively. | Frontier-Distill |
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