#devguide
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jamesmunns.com
I'm biased because I helped write part of it (and @balbi.sh has continued adding even more info!), but I think the `embassy-mcxa`'s DEVGUIDE is probably one of the better references now for "how embassy HALs work and how to write a good one", if that's what you're in to.

github.com/embassy-rs/e...
github.com
June 19, 2026 at 10:20 PM
hugovk.dev
🥧🪵🔒 The branch is locked and first release candidate of Python 3.14 is being built!
discuss.python.org/t/the-3-14-b...
#Python #Python314 #release #ReleaseCandidate #RC1
The 3.14 branch is locked for RC1
The 3.14 branch is now locked for all (except release managers and admins) until the 3.14.0 final release (scheduled for 2025-10-07). Reminder from the devguide: A branch preparing for an RC releas...
discuss.python.org
July 22, 2025 at 2:02 PM
hugovk.dev
🔒🐍 Coming soon, Python 3.15 release candidate 1! The 3.15 branch is now locked until 3.15.0 final in October.
discuss.python.org/t/the-3-15-b...

Also coming soon: Python 3.13.15 and 3.14.7.
hugovk.dev/next-release/
#Python #Python315 #Python314 #Python314 #release
The 3.15 branch is locked for RC1
The 3.15 branch is now locked for all (except release managers and admins) until the 3.15.0 final release (scheduled for 2026-10-01). Reminder from the devguide: A branch preparing for an RC…
discuss.python.org
August 4, 2026 at 8:56 AM
flosch.bsky.social
AWS before a missle knocked out multiple availability zones: "Use AWS Backup across multiple AZs for durability of 99.999999999%"

AWS after the attack: “We recommend customers enact their disaster recovery plans and recover from remote backups into alternate AWS Regions, ideally in Europe.”
Screenshot AWS: "AWS Backup is designed to use the AWS global infrastructure to replicate your backups across multiple Availability Zones for durability of 99.999999999% (11 nines) in any given year, provided that you adhere to the current AWS Backup documentation." https://docs.aws.amazon.com/aws-backup/latest/devguide/disaster-recovery-resiliency.html
March 2, 2026 at 6:34 PM
stan.ulbrych.org
You’re the face of the devguide now ;-)
June 8, 2026 at 6:21 PM
handle.invalid
[blog] rOpenSci Dev Guide 1.0.0: Trilingual and Improved 🥳

rOpenSci Software Peer Review’s guidance is gathered in an online book that keeps improving! This blog post summarises what’s new in our Dev Guide 1.0.0,

https://ropensci.org/blog/2026/03/02/devguide-1.0.0/
rOpenSci Dev Guide 1.0.0: Trilingual and Improved
Updates in version 1.0.0 of the online book 'rOpenSci Packages: Development, Maintenance, and Peer Review'
ropensci.org
March 2, 2026 at 10:10 AM
vaslabs.io
New blog post: Troubleshooting with #Git bisect

www.vaslabs.io/post/trouble...

#developers #programming #devguide
Troubleshooting with git bisect
When working on any software project, encountering bugs is inevitable. Recently, while enhancing Android support for the Mill build tool, our team faced an issue: our screenshot tests suddenly stopped...
www.vaslabs.io
May 26, 2025 at 6:15 PM
eyalestrin.bsky.social
Get started with AgentCore Memory #machinelearning #ai
Get started with AgentCore Memory
https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/memory-get-started.html https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/episodic-memory-strategy.html https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/memory.html https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/memory-organization.html Eyal Estrin CISSP, CCSP, CISM, CISA, CDPSE, CCSK Blog: https://security-24-7.com | Books: https://amzn.to/42Xai9A | https://amzn.to/3Sggbtv Twitter: @eyalestrin | Bluesky: @eyalestrin.bsky.social
groups.google.com
December 4, 2025 at 1:16 PM
whitequark.org
you can get the list of in-support Python versions from https://github.com/python/devguide/blob/main/include/release-cycle.json
July 30, 2023 at 4:24 AM
nedbat.com
We're starting work to refactor the #Python devguide into a broader and more inclusive Contribution Guide: discuss.python.org/t/refactorin...
Refactoring the devguide into a Contribution Guide
We are starting a refactoring of the devguide into a broader Contribution Guide. Our goal is to recognize, enable, and encourage all types of contribution. Initially we’ll be making it clearer how to...
discuss.python.org
September 9, 2024 at 11:48 PM
emmatyping.dev
I've worked with autoconf build systems before (🥲) when working on wasm. But there are so many places that need updating to add an extension module to the build system. The explanations of the layout and step by step guides all really help.

Huge thank you to all the contributors to the devguide!
January 30, 2025 at 1:30 AM
eyalestrin.bsky.social
Amazon Bedrock AgentCore now supports Bedrock Guardrails in policy #machinelearning #ai
Amazon Bedrock AgentCore now supports Bedrock Guardrails in policy
    Amazon Bedrock AgentCore now supports Bedrock Guardrails in policy 0 views Eyal Estrin unread, 1:13 AM (29 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2026/06/amazon-bedrock-agentcore-policy-guardrails-generally-available/ https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/policy.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward
dlvr.it
June 18, 2026 at 7:42 AM
hugovk.dev
I coined "slopper" after "spammer" in February this year:
mastodon.social/@hugovk/1140...

And others used it before me.

May 2024:
mastodon.social/@fil@vis.soc...

April 2024:
bsky.app/profile/feli...

#slopper #slop #neologism
August 31, 2025 at 8:33 PM
eyalestrin.bsky.social
AgentCore harness in now generally available #machinelearning #ai
AgentCore harness in now generally available
Eyal Estrin unread, 12:13 AM (28 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2026/06/amazon-bedrock-agentcore-harness-generally-available/ https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/harness.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com
dlvr.it
June 18, 2026 at 7:41 AM
eyalestrin.bsky.social
Amazon Bedrock AgentCore introduces new optimization capabilities to continuously improve agents in production #machinelearning #ai
Amazon Bedrock AgentCore introduces new optimization capabilities to continuously improve agents in production
    Amazon Bedrock AgentCore introduces new optimization capabilities to continuously improve agents in production 0 views Eyal Estrin unread, 3:13 AM (29 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2026/06/amazon-bedrock-agentcore-new-optimization-capabilities/ https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/optimization.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward
dlvr.it
June 18, 2026 at 7:42 AM
eyalestrin.bsky.social
Amazon Bedrock AgentCore Evaluations is now generally available #machinelearning #ai
Amazon Bedrock AgentCore Evaluations is now generally available
Amazon Bedrock AgentCore Evaluations is now generally available 0 views Eyal Estrin unread, 1:32 AM (26 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2026/03/agentcore-evaluations-generally-available/ https://aws.amazon.com/blogs/machine-learning/build-reliable-ai-agents-with-amazon-bedrock-agentcore-evaluations/ https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/evaluations.html https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/agentcore-get-started-toolkit.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward
groups.google.com
April 2, 2026 at 8:58 AM
mcpworks.io
Gemma 4 + MCP on AWS: A step-by-step guide to self-hosted AI agents with open-source tools. Perfect for devs who want full control over their agent infrastructure. #AI #DevGuide https://lushbinary.com/gemma-mcp-aws
April 13, 2026 at 7:00 PM
eyalestrin.bsky.social
Amazon Bedrock AgentCore Runtime now supports direct code deployment #machinelearning #ai
Amazon Bedrock AgentCore Runtime now supports direct code deployment
    Amazon Bedrock AgentCore Runtime now supports direct code deployment 0 views Eyal Estrin unread, 4:22 AM (11 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2025/11/amazon-bedrock-agentcore-runtime-code-deployment/ https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/runtime-get-started-code-deploy.html https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/agentcore-get-started-toolkit.html Eyal Estrin CISSP, CCSP, CISM, CISA, CDPSE, CCSK Blog: https://security-24-7.com | Books: https://amzn.to/42Xai9A | https://amzn.to/3Sggbtv Twitter: @eyalestrin | Bluesky: @eyalestrin.bsky.social Reply all Reply to author Forward
groups.google.com
November 6, 2025 at 12:33 PM
awsnews.bsky.social
The new AgentCore Runtime is now available in Amazon Bedrock AgentCore

Today, AWS announces the availability of the next generation of https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/agents-tools-runtime.html, the serverless microVM compute within Amazon Bedroc...

#AWS #AmazonBedrock
The new AgentCore Runtime is now available in Amazon Bedrock AgentCore
Today, AWS announces the availability of the next generation of https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/agents-tools-runtime.html, the serverless microVM compute within Amazon Bedrock AgentCore. The new Runtime delivers elastic memory management that reclaims unused memory throughout the session so you pay for actual usage rather than the peak, and consistent cold start times regardless of container image size or concurrency. You get the serverless model you already rely on: no pre-provisioning, scale to zero, hardware-enforced session isolation, and pay only for what you use - now with lower costs and faster starts. With the new Runtime, each session starts with a small, efficient memory profile. Additional memory is allocated on demand as the workload needs it, and memory that is no longer actively used is reclaimed rather than held until the session ends. For cold starts, the new Runtime prepares the agent environment once and snapshots it. Every new instance restores from that snapshot instead of repeating the full startup sequence, keeping start times consistent regardless of image size. In testing, the new Runtime delivered a P75 cold start of 1.9 to 2.0 seconds for container images from 200 MB to 2 GB, compared to 5.4–30 seconds with V1. The new AgentCore Runtime is available in the following regions: us-east-1, us-east-2, us-west-2, eu-west-1, and ap-northeast-1. To get started, set platformVersion to V2 when creating or updating a runtime. To learn more, visit the https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/runtime-how-it-works.html#runtime-platform-versions or the https://aws.amazon.com/blogs/machine-learning/the-new-agentcore-runtime-elastic-optimized-and-consistently-fast-starts/. For pricing details, visit https://aws.amazon.com/bedrock/agentcore/pricing/.
aws.amazon.com
September 18, 2026 at 4:05 PM
threatdragon.bsky.social
The OWASP Developer Guide content has been migrated to the new site: devguide.owasp.org/
The DevGuide helps developers navigate the many OWASP projects and provides some advice along the way
Introduction - OWASP Developer Guide
OWASP Foundation Developer Guide project
devguide.owasp.org
May 19, 2025 at 6:06 AM
krono.toot.berlin.ap.brid.gy
Do I see this right that pypy is immortalized in the python3 Docs?
:D
a screenshot from the pyhon3 documentation, argparse. Left: table of contents, right: ``` :et’s show the sort of functionality that we are going to explore in this introductory tutorial by making use of the ls command: ls cpython devguide prog.py pypy rm-unused-function.patch ls pypy ctypes_configure demo dotviewer include lib_pypy lib-python ... ls -l total 20 drwxr-xr-x 19 wena wena 4096 Feb 18 18:51 cpython drwxr-xr-x 4 wena wena 4096 Feb 8 12:04 devguide -rwxr-xr-x 1 wena wena 535 Feb 19 00:05 prog.py drwxr-xr-x 14 wena wena 4096 Feb 7 00:59 pypy -rw-r--r-- 1 wena wena 741 Feb 18 01:01 rm-unused-function.patch ls --help Usage: ls [OPTION]... [FILE]... List information about the FILEs (the current directory by default). Sort entries alphabetically if none of -cftuvSUX nor --sort is specified. ... ```
March 25, 2026 at 7:16 PM
samvanhoutte.net
@kristofrennen seems we can export device identities (async / in bulk) after all #iothub https://azure.microsoft.com/nl-nl/documentation/articles/iot-hub-devguide/#importexport
Overzicht van concepten voor Azure IoT Hub
De conceptuele documentatie van Azure IoT Hub bevat discu...
azure.microsoft.com
November 23, 2024 at 10:34 AM
eyalestrin.bsky.social
AWS Backup now supports backing up directly to a logically air-gapped vault #cloud
AWS Backup now supports backing up directly to a logically air-gapped vault
    AWS Backup now supports backing up directly to a logically air-gapped vault 0 views Eyal Estrin unread, 11:04 AM (18 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2025/11/aws-backup-direct-to-logically-air-gapped-vault/ https://docs.aws.amazon.com/aws-backup/latest/devguide/backup-feature-availability.html#features-by-region https://docs.aws.amazon.com/aws-backup/latest/devguide/lag-vault-primary-backup.html Eyal Estrin CISSP, CCSP, CISM, CISA, CDPSE, CCSK Blog: https://security-24-7.com | Books: https://amzn.to/42Xai9A | https://amzn.to/3Sggbtv Twitter: @eyalestrin | Bluesky: @eyalestrin.bsky.social Reply all Reply to author Forward
groups.google.com
November 20, 2025 at 7:22 PM
eyalestrin.bsky.social
Amazon Bedrock AgentCore Identity now allows you to bring your own secrets with AWS Secrets Manager #machinelearning #ai
Amazon Bedrock AgentCore Identity now allows you to bring your own secrets with AWS Secrets Manager
    Amazon Bedrock AgentCore Identity now allows you to bring your own secrets with AWS Secrets Manager 0 views Eyal Estrin unread, 2:00 PM (24 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2026/06/agentcore-identity-secrets-manager/ https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/resource-providers.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward
dlvr.it
June 4, 2026 at 8:24 PM
eyalestrin.bsky.social
Amazon Bedrock AgentCore Memory now supports strictly consistent metadata for long-term memory #machinelearning #ai
Amazon Bedrock AgentCore Memory now supports strictly consistent metadata for long-term memory
    Amazon Bedrock AgentCore Memory now supports strictly consistent metadata for long-term memory 0 views Eyal Estrin unread, 1:37 AM (28 minutes ago)    to https://aws.amazon.com/about-aws/whats-new/2026/05/agentcore-memory-scmetadata/ https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/long-term-memory-metadata.html Eyal Estrin Author | Cloud Architect | AWS • Azure • GCP Insights Social: @eyalestrin Connect: https://linktr.ee/eyalestrin Blog: https://security-24-7.com Reply all Reply to author Forward
dlvr.it
June 18, 2026 at 8:05 AM